tag:blogger.com,1999:blog-82447428680959743212024-02-08T05:56:01.885+08:00Phased CoexistenceYet another Wi-Fi blogScott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.comBlogger20125tag:blogger.com,1999:blog-8244742868095974321.post-13558220479585323602015-06-29T16:54:00.000+08:002015-07-05T11:21:20.950+08:00Portable AP Power for the modern Wi-Fi ProfessionalThere have been various methods used to power APs over the years when doing a wireless survey. One of the first was very much home-brew; a 12V car battery and if you were powering most indoor Cisco APs, an inverter to achieve the required 48 volt input was required. I found this to be a messy, heavy, unscaleable solution. You could find a more elegant alternative such as a sealed motorbike battery but this solution was still far from fantastic. Another solution was to use a UPS; this provides you with a more complete solution as the UPS includes the inverter however you still need to connect either a PoE injector or a power brick to power your AP. On top of this requirement, the weight and size of the UPS is a big concern. Sure, if all your work is in your local area or accessible by car, transport is less of an issue to the site, but moving this equipment around with the AP once you’re on-site and performing the survey - well that is another matter. Various other methods have been used by people over the years but I am yet to see any as elegant as the solution I wanted to detail in this post.<br />
<br />
An all-in-one solution came along in the form of the <a href="http://www.terra-wave.com/shop/80211n-mimo-site-survey-battery-pack-p-1535.html" target="_blank">Terrawave PoE Battery</a>. This has been a favourite amongst WLAN professionals for many years, not least because it is bundled with the popular <a href="http://www.castertray.com/surveyor.html" target="_blank">Caster Tray survey rig</a>. You get a fairly compact piece of equipment, you get the inverter (built-in) and you get a convenient RJ45 output. I’ve been happy with this battery for many years but I feel it’s had its day. It has a special output for Cisco’s first 802.11n AP (the 1250) which shows you that it has had a good run but like the 1250, maybe it is time it is put to rest.<br />
<br />
The main reason I started look for alternatives to the Terrawave was because it is just too big to travel with in many cases. As I’ve gathered more Wi-Fi tools, the Terrawave has been squeezed out of my survey case as it takes up far too much room and adds too much weight. In addition, there was always a question mark when flying with it. It contains a sealed lead-acid battery and whilst I put it in the same category as a wheelchair battery (which airlines typically have no issues with), I know at some point I will lose it to airport security – you know how they love random boxes of electronics these days, after all! The last problem is that, due to its size and weight, only in certain circumstances could I justify brining a second Terrawave. When travelling for Wi-Fi work I like as much redundancy as possible which a second battery affords. When I did travel with a second Terrawave I had AP battery redundancy that allowed for any issues with one Terrawave as well as extended days surveying (12+ hours) that a single battery couldn’t offer.<br />
<br />
My requirements for a Terrawave replacement were as follows:<br />
<ol>
<li>Small</li>
<li>Lightweight</li>
<li>Airline-friendly</li>
<li>Ability to power an AP for a similar period to the Terrawave (quoted as 6 – 8 hrs depending on the number of radios enabled)</li>
<li>Ability to power a Cisco AP with its non-standard voltage requirements</li>
</ol>
Fortunately I found a solution in the <a href="http://global.energizerpowerpacks.com/energizer/external-batteries/XP18000A" target="_blank">Energizer XP18000AB</a> external laptop battery – thanks to <a href="https://twitter.com/keithrparsons" target="_blank">@keithparsons</a> for pointing me towards it. As I intended this post to be short I am going to cut to the main highlights of the battery. The main purpose of this post was demonstrate how this battery can power a Cisco AP (due to the non-standard voltage input requirements) so if you need more information on the battery generally, take a look at the numerous online reviews or get in touch. If you just want to see the uptime achieved on both a Cisco and Aruba AP, scroll to the bottom of the bullet points:<br />
<br />
<ul>
<li>It has a USB output, 9-12V DC output and 16-10V DC output;</li>
</ul>
<ul>
<li>If offers additional flexibility over the Terrawave in its ability to power laptops and other devices. Whilst I survey with a laptop that can see through a full day of surveying (assuming a lunch break charge), an extended day will require more power. Being able to throw one of these into my backpack and tether my laptop to it in order to finish, for example, the last hour of a survey is mighty useful (see comments on this post);</li>
</ul>
<ul>
<li>It comes with adapters (referred to as tips) for most common laptops and devices but additional tips can be purchased from Energizer if required;</li>
</ul>
<ul>
<li>It can power an Apple laptop however unfortunately this requires a few more adapters, one of which can only be bought second-hand and isn’t particularly cheap;</li>
</ul>
<ul>
<li>I won’t list the specific dimensions as you can compare yourself however as you can see in the photo below I can easily fit two of these in my survey kit whereas I would have to ‘vacate’ a large amount of tools in order to fit the Terrawave;</li>
</ul>
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5tAHigQJ6-0Z07_lPlDkitDb7j2HeyMhyphenhyphendtwNpOIXH8Q2UAXOX6J9xJngV5Kmojj34aOjjkoLb4R3kTuD9_hG4DtRE3vHeZ-wB1lBZXzzHRHR8Dylw0qjVaBJQhREvkLICPuABVLYTdE/s1600/20150628_121258b.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="355" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEj5tAHigQJ6-0Z07_lPlDkitDb7j2HeyMhyphenhyphendtwNpOIXH8Q2UAXOX6J9xJngV5Kmojj34aOjjkoLb4R3kTuD9_hG4DtRE3vHeZ-wB1lBZXzzHRHR8Dylw0qjVaBJQhREvkLICPuABVLYTdE/s640/20150628_121258b.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Snug as a... pair of batteries... in a survey case!</td><td class="tr-caption" style="text-align: center;"><br /></td><td class="tr-caption" style="text-align: center;"><br /></td></tr>
</tbody></table>
<br />
<ul>
<li>When it comes to improving over the Terrawave when it comes time to fly, it is a mixed bag. Looks-wise, it is obviously much more likely to fly under the radar however as it uses lithium batteries that presents another set of challenges. Airlines and specifically, the International Air Transport Association (IATA) has started to <a href="http://www.iata.org/whatwedo/cargo/dgr/Documents/LithiumBattery_PassengerFlyer.jpg" target="_blank">toughen restrictions on lithium batteries</a>. The specific issue with the Energizer is whether it is considered to be <b>equipment </b>or a <b>spare</b>. If it is considered equipment then is can be carried in checked-in luggage whereas if it is considered a spare then it must be packed in carry-on luggage. The major issue is that the spares that the IATA refer to are from an era when a spare lithium battery was commonly a spare internal battery for a laptop, complete with exposed connectors. A more recent example would be a spare (internal) mobile phone battery, once again with exposed connectors. It seems clear that an external lithium battery with no ability to power itself on automatically, nor any exposed connectors, should be classed as equipment and not their traditional interpretation of a spare battery but that doesn’t appear to be the case, at least with some of the airlines I’ve looked at. Note, some airlines I looked at actually had stricter regulations than those dictated by the IATA though most were inline with the IATA.</li>
</ul>
<ul>
<li>All of the APs I’ve looked at besides the Cisco’s (*sigh*) can be powered via 12V. This includes Aerohive, AirTight, Aruba, Meraki, Motorola and Ruckus. With any luck, you’ll be able to power your non-Cisco AP out of the box with the included tips. At worst, you may need to order an additional tip from Energizer.</li>
</ul>
<ul>
<li>In order to power the Cisco APs I bought a <a href="http://tycononline.com/tp-dcdc-2448gd-hp-18-36vdc-in-56vdc-802-3af-at-out-35w-dcdc/" target="_blank">Tycon TP-DCDC-2448GD-HP</a> PoE Injector. Yes this does mean I lose the ‘all-in-one’ solution offered by the Terrawave but the numerous other advantages make up for that shortcoming. This PoE injector is unique in that it steps up from 24V (more correctly 18 – 36V) to 56V used to provide 802.3at power. If you only require 802.3af or 100 Mbps support there are additional models available but I think it’s worth paying the extra because I know at some point the Gigabit, 802.3at support will come in handy. Another alternative model, the Tycon TP-DCDC-1248GD-HP takes a 12V input and could also be used with the Energizer. The PoE injector uses a screw terminal for input and therefore I bought a <a href="http://www.amazon.com/JacobsParts-Adapter-Female-Pigtails-Security/dp/B00QJAW9F4" target="_blank">DC power cable</a> with a 5.5mm (OD) / 2.1mm (ID) connector at one end and bare wires at the other. The DC connector plugs into one of the Energizers included DC power cables and I screwed the bare wires into the injectors screw terminal.</li>
</ul>
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzBoUnox4HWmlkSRxb91fzONX0f-D6SJQ39K1ivFeFDqQMzOR6dqhUDKds1kbdRUBDveNj_-jvTYJZYxFrB6jeAQ5pSfNCbFjtkyepT-9es9V5JEF5aSwmvoUG9QX9_ut_3tJDtmsZFUw/s1600/20150628_114100.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="358" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgzBoUnox4HWmlkSRxb91fzONX0f-D6SJQ39K1ivFeFDqQMzOR6dqhUDKds1kbdRUBDveNj_-jvTYJZYxFrB6jeAQ5pSfNCbFjtkyepT-9es9V5JEF5aSwmvoUG9QX9_ut_3tJDtmsZFUw/s640/20150628_114100.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The Tycon TP-DCDC-2448GD-HP PoE Injector with DC cable attached to screw terminal</td></tr>
</tbody></table>
<br />
<ul>
<li>And finally, the most important information, AP uptime! A few comments first – obviously the uptime you achieve will depend on the AP model, radio transmit power, number of radios enabled and so on. These numbers give a reasonable indication of what can be achieved across both a Cisco and non-Cisco (in this case, Aruba) APs that you may use for an AP-on-a-stick survey, measuring wall attenuation or whatever other purpose you may have for portable AP power. This was not meant to be provide strict scientific results but merely provide a ballpark figure that you may be able to achieve. Adjustments to the configuration I used would obviously yield higher or lower overall AP uptime. My test setup was as followes:</li>
</ul>
<ul><ul>
<li>2.4 GHz TxPower - 4 dBm</li>
<li>5 GHz TxPower - 14 dBm</li>
<li>Wired uplink - Disconnected </li>
<li>Uptime determination method – Pinging from associated client to AP (Obviously this additional traffic would lower the uptime of the APs a little so you can expect higher uptime than I achieved during your average passive survey or wall attenuation measurements)</li>
</ul>
</ul>
<br />
<ul>
<li><b>Cisco 3602i uptime from a single Energizer XP18000AB: 7.75 hrs </b>(with required PoE injector connected)</li>
</ul>
<ul>
<li><b>Aruba IAP-225 uptime: from single Energizer XP18000AB: 10 hrs</b> (without PoE injector connected as it is not required) </li>
</ul>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiPZG3gOvUIDmyauAd-kZFGwpNzjBY2TANGTN-DaODr1cSQLY16qhM-pXRZucehwTeH6xPT3QtlK0gB9D_wBKRqWTsGZsMQKHW2DYL7BEgnaNXmGtweU7OAa_cHnmvXOuu8MMOSbgrQX8w/s1600/20150628_115642b.jpg" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="360" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiPZG3gOvUIDmyauAd-kZFGwpNzjBY2TANGTN-DaODr1cSQLY16qhM-pXRZucehwTeH6xPT3QtlK0gB9D_wBKRqWTsGZsMQKHW2DYL7BEgnaNXmGtweU7OAa_cHnmvXOuu8MMOSbgrQX8w/s640/20150628_115642b.jpg" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The complete solution </td></tr>
</tbody></table>
<div class="separator" style="clear: both; text-align: center;">
<span id="goog_1633216249"></span><span id="goog_1633216250"></span></div>
<br />
<br />
I will keep my existing Terrawave batteries as they certainly can still be useful, but as with a few other pieces of bulky survey equipment, they will remain in the cupboard and only brought with me when required for a specific job.<br />
<br />
All in all, I am happy with the two Energizer XP18000AB + Tycon PoE injector solution that comes in at a quarter of the weight of the Terrawave, provides much more versatility and leaves me with much more room in my survey case!<br />
<br />
Lastly, I should mention, the homebrew or UPS solutions mentioned at the start of this post do still have a place today. There are always going to be scenarios where a custom power solution may be required and there isn’t anything wrong with homebrew!Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com15tag:blogger.com,1999:blog-8244742868095974321.post-35856664405058233042015-06-03T16:31:00.000+08:002015-06-03T16:50:50.634+08:00Band Steering v2.0<div class="MsoNormal">
It has taken many years since 802.11n was ratified to reach
a reasonable penetration of 5 GHz clients out there in the Wi-Fi landscape. In
particular, only in the last ~2 years have we started to see a reasonable percentage
of the most common BYO devices (smartphones and tablets) shipping with dual-band
support. Whilst this has been a long time coming, many of these clients (more
correctly, the clients wireless driver) still either prefer the 2.4 GHz band or
will often flip between the bands.</div>
<div class="MsoNormal">
</div>
<div class="MsoNormal">
<br />
There is a method that has been discussed in Wi-Fi circles recently that is the subject of this post but before I get to that I want to look at Band Steering v1.0! I have used a number of methods over the years
in order help shift as many dual-band clients over to the 5 GHz band as
possible. There are of course times when you may wish to distribute clients
between the two bands more evenly (though typically with a higher percentage
onto the 5 GHz band) but I won’t address those here; in this post I’m assuming
you want to move the majority of clients onto the 5 GHz. Additionally, this
post not address dual-band clients where you would be better off statically
configuring them for a single-band (this includes most application specific
devices in healthcare, retail, logistics, etc.).</div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Some of the traditional methods of shifting clients to the 5 GHz band:</div>
<span style="font-size: xx-small;"></span><br />
<ul><span style="font-size: xx-small;">
</span>
<li><b>Separate SSIDs for 2.4 GHz and 5 GHz clients:</b> Pre-band-steering this was one of the few methods available. As band-steering emerged and (at least some) drivers improved, I generally stopped using this method except in the odd corner case;</li>
</ul>
<ul>
<li><b>Updated client drivers:</b> Client drivers did become smarter and where I’ve had control, I ensure that client’s drivers are up to date. In most cases however, I can however only advise the customer to make this change and as-such, it is rarely done. Unfortunately many clients still prefer the 2.4 GHz band even when they receive a high signal strength from a 5 GHz radio and therefore this method is far from perfect. Another significant issue lay with the increased adoption of BYO devices – obviously an enterprise ICT team has little, if any control over these clients coupled with the poor ability to update the wireless chipsets driver on the most prevalent type of BYO client (smartphones and tablets).</li>
</ul>
<ul>
<li><b>Band Steering:</b> Whilst band steering is the main method we rely on today and it certainly helps, it is still far from perfect. It is a non-standard method and therefore introduces the possibility of causing connectivity issues. Despite this risk, we typically use it as it is quite often our only choice.</li>
</ul>
<ul>
<li><b>Band Steering Tweaking:</b> In addition to enabling band steering, you can often tweak its operation in order to increase the number of clients hitting the 5 GHz band. However, the further you stray from the vendor defaults, the more likely you are to end up with client connectivity issues. </li>
</ul>
<span style="font-size: xx-small;"></span><br />
In addition to these methods, there are some vendor-specific methods that could help. For example, Meraki hides the broadcast of the SSID on the 2.4 GHz radio when band steering is enabled. Whilst this method can help shift more clients to the 5 GHz band, hiding the SSID isn’t typically a great idea – none the less, another available option if always nice, even if you can’t disable the hidden SSID aspect of the band-steering functionality.<br />
<br />
So what other methods are available? Recently in the Wi-Fi world there has been talk of another method to help shift more clients to the 5 GHz band. This method involves ensuring that the transmit power of your 2.4 GHz radios is sufficiently lower than the 5 GHz radios. What I absolutely love about this method is that it is taking a negative and turning it into a positive. In the same way that MIMO took a negative (multipath) and didn’t just neutralise it (diversity antennas) but actually turned it into a positive (higher throughput!). Some client drivers will prefer a higher signal strength even if the available signal strength from a more preferable radio is lower, but still very high. For example, the client might see -45 dBm from the 2.4 GHz radio of an AP and -51 dBm from the 5 GHz radio of the same AP. -51 dBm is still a very strong signal and therefore the many additional benefits offered by the 5 GHz band would ideally result in the client associating to the 5 GHz radio. As many clients are single-minded in their association choices, they often primarily (if not solely) use signal strength when deciding on which radio to associate to. There are of course other factors that a client should take into consideration when deciding which AP to associate to and the radio being 5 GHz shouldn’t be the only consideration. However often these other factors end up resulting in a preference for the 5 GHz band anyway (SNR, retries, packet loss, channel utilisation, etc.) So in short, this method takes the negative (clients preferring a high signal strength above all else) and turns it into a positive (clients associating to the 5 GHz radio, yet still with a high signal strength) by ensuring that the 5 GHz radios signal strength that the client sees is sufficiently higher than the 2.4 GHz radios signal strength.<br />
<br />
One of the best sources of information on this design trick is provided in Aruba’s awesome <a href="http://community.arubanetworks.com/t5/Validated-Reference-Design/Very-High-Density-802-11ac-Networks-Validated-Reference-Design/ta-p/230891" target="_blank">Very High Density VRDs</a>. I do however feel the values in the Aruba VRD are insufficient but perhaps I am missing something ‘Aruba-specific’ as I usually live in the Cisco world (please chime in if you have more information). Aruba states that there should be a 6 dB - 9 dB difference between the 2.4 GHz EIRP and 5 GHz EIRP. There is already a 6 dB difference between the two bands so I don’t feel these values are high enough. Even when not using this method, my 2.4 GHz radio is almost always 6 – 9 dB lower than my 5 GHz radio to compensate for this 6 dB difference (amongst other reasons). Note, this does not factor in AP and client antenna gain and polar plot. In the case of the Cisco 3700 AP that I performed testing on, the antenna gain is identical between the two radios. The polar plots however favour the 2.4 GHz radio overall; it varies across the 360 degrees of course. In addition, some 5 GHz sub-bands are worse off than others (UNII-3 typically faring poorly). Lastly, client antenna gain also often favour the 2.4 GHz and lower 5 GHz sub-bands. I won’t go into the details of 2.4 GHz vs. 5 GHz cell size except to say that in most modern BYO/office deployments, you typically want a higher SNR at your cell edge in the 5 GHz band than in the 2.4 GHz band; this is yet another factor requiring a higher AP transmit power/EIRP for the 5 GHz band. These factors coupled with the testing I’ve performed demonstrate a difference closer to 9 - 12 dB is required to be confident of this design trick working well, with 12 dB much preferred – at least with the AP I have tested this on. In the modern Cisco world, this would mean something like a 2.4 GHz radio transmit power of 2 dBm and a 5 GHz radio transmit power of 14 dBm. Of course, these values would need to be tweaked for the individual design. There are other factors that must be taken into account of course – for example you don’t want to end up with your 5 GHz radio transmit power at an overly high value. More important than the values I have mentioned here is that you test your particular deployment to ensure that your most difficult clients are seeing a 6 – 9 dB difference between the two bands if you wish to make use of this design trick.<br />
<br />
I feel that this design method is a fantastic way to bridge the gap between what band steering has offered us so far and the world we could be living in – that is, where WLANs could be today if 802.11n had mandated 5 GHz-only support! Whilst every design method or trick should be considered before implementation, I think this is one of the most useful to have come along in a while.<br />
<br />
I’ll end this post with this quote from the Aruba VRD – <i>This technique is extraordinarily effective with clients that are available as of the time of writing, including legacy HT clients and newer VHT clients.</i> That’s good enough praise for me!<br />
<br />
<div class="MsoNormal">
<br /></div>
Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com1tag:blogger.com,1999:blog-8244742868095974321.post-50021254788978655432014-06-17T19:01:00.000+08:002014-07-02T22:01:52.922+08:00By Far The Biggest Issue I Encounter in Wi-Fi Deployments Is…<div class="MsoNormal">
… high airtime utilisation caused by infrastructure support for low data rates. Actually, it is one of the two biggest issues that I see however the solution for this issue is far more plug and play than the other. If you’re interested, the other issue is poor coverage caused by automatic AP transmit power algorithms (RRM) – more on that in a future post.<br /><br />Now, this will not be a revelation for anyone working in Wi-Fi. Unfortunately the vast majority of WLANs are deployed by people with minimal Wi-Fi knowledge. This post is not a criticism of those folks however. The purpose of this post is also not to delve into the technical details behind this issue but to look at the party that could essentially solve (or at the very least, significantly reduce) this issue overnight – the enterprise Wi-Fi vendors.<br /><br />Out of the box, all enterprise vendors equipment that I’ve looked at ship with the lowest data rates enabled – the 1 and 2 Mbps rates from the original 802.11 standard and the 5.5 and 11 Mbps rates that the 802.11b amendment brought us. These rates came about 17 and 15 years ago, respectively and yet vendors still ship equipment supporting these rates by default despite the devastation they cause. <br /><br />The term ‘junk band’ is sometimes used to describe the 2.4 GHz band that these data rates operate in and as a reason why Wi-Fi often performs poorly in this band. The huge irony here is that many Wi-Fi deployments are by far the biggest contributor of ‘junk’ in the band – the junk of course are these airtime-hogging frames. Yes, non-Wi-Fi interference does consume some airtime (in many cases, less than it did when Wi-Fi was much younger!) and yes, APs outside of the customers WLAN also consume a portion of airtime but often it is these low rates supported by the customers own WLAN that consumes by far the largest amount of airtime. In addition, most non-Wi-Fi interfering devices also do not operate 24/7 so the interference is sporadic. Many low data rate frames are operating as long as clients are using the WLAN (for example, 8 hours in the day) whilst others are sucking up airtime, 24/7/365!<br /><br />You may be thinking that it isn’t the vendor’s job to design the WLAN for the customer and that the vendor stresses the importance of disabling these low rates through documentation, training and vendor seminars. Whilst this is all true, it clearly isn’t enough or this wouldn’t be such a massive issue. The complexity of Wi-Fi is only matched, inversely, by the degree to which it is poorly understood. It just isn’t fair to push all of the blame on the customer. If the WLAN was deployed by a VAR then it may be fair to push some of the blame in their direction however once again, the reality is that most VARs, like customers, have minimal Wi-Fi knowledge.<br /><br />These default rates also hurt the vendors. Numerous times the Wi-Fi vendors are blamed for a performance issue that is simply a result of a poor WLAN design. If these rates were disabled out of the box it would be one less (but significant) issue that uninformed customers could throw back at the vendor. <br /><br />These are certainly other default, 'out of the box' pieces of configuration that I feel should be changed so why single this one out? Simply put, no other default that I’ve come across causes anywhere near as many issues and on such a large scale. Not only does it affect the customers WLAN but also the neighbouring business and home users.<br /><br />Despite all vendors having qualified staff that realise this is an issue, why haven’t they made a change? Most likely because, yes, there are still some 802.11b (and even some problematic 802.11g/n) clients out there and by disabling these rates out of the box, these clients will be unable to associate. But so what? Out of the box, many things have to be configured to work and this will just be another. For example, there is a good chance that the out of the box WLAN you create will only support WPA2/AES by default. So if you have clients that only support WPA/TKIP they’re not going to be able to associate. You’re going to have to change those defaults to support your legacy clients. How is this any different? In fact it would be preferable if clients could NOT associate due to these issues. At least this way, the problem would be identified and fixed before the WLAN went into production. Most low data rate utilisation issues persist for a long time, often years, many of which will never be fixed.<span lang="EN-US"> </span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span lang="EN-US">It doesn’t have to be a brute force
approached either. I can see a number of options to ease customers into a
life of low channel utilization!</span></div>
<ul>
<li><span lang="EN-US">A setup wizard used to create the WLAN could ask whether the customer has any 802.11b clients that need to be supported (or problematic 802.11g/n clients that won’t associate with the rates disabled – ok, most customers won’t know this until they flip the switch!) .</span></li>
</ul>
<ul>
<li><span lang="EN-US">The setup wizard could ask what vertical the WLAN is being deployed in and if one of the likely candidates (retail, warehousing and healthcare) are chosen, suggest that low data rates may need to be left enabled but that the customer should start at 11 Mbps and work backwards. If these verticals are not selected, the low rates are disabled.</span></li>
</ul>
<ul>
<li><span lang="EN-US">If customers do enable low data rates, the wizard might suggest that this configuration could have a significant negative impact on their WLAN and that if they must support low rates, to minimise the number of WLANs advertised on each AP.</span></li>
</ul>
<ul>
<li><span lang="EN-US">Back in the day Cisco APs shipped with the default SSID of tsunami configured. Cisco obviously realized this was something of a security issue and removed the SSID from the default configuration, shipped with the radios disabled and put a nice bright yellow sticker on the AP box informing the customer of the fact. Maybe APs could have such a sticker or a slip put into the top of the AP or, where applicable, WLC box.</span><span lang="EN-US"> </span></li>
</ul>
<span lang="EN-US">So now you’re thinking, “oh but the 5 GHz
band will save us!” A recent piece of customer trouble-shooting showed why
this is short sighted; the issue – severe performance problems. One of the
first things I checked was the airtime utilisation reported by the APs; the
highest I saw was a new record for me, an AP at 93% channel utilisation (beating my old record by
1%!). The rest of the APs weren’t much better. I couldn’t work it out at first
though; 80% of the clients were associating to the 5 GHz band where the
utilization was typically low so why such big performance issues? A look at
client association history showed the majority of clients were fluctuating
between bands. Yes, a driver update would likely have helped somewhat, but even
the latest clients with the latest drivers may still prefer the 2.4 GHz band – I saw this often with early dual-band 802.11n clients. Whilst it’s been 7 years
since these initial 802.11n clients came about and more client vendors have
started to prefer 5 GHz over 2.4 GHz, this is not a universal truth. I expect a
large enough percentage of 802.11ac clients will still make significant use of
the 2.4 GHz band and therefore the importance of ‘cleaning up’ the band
remains. This trouble-shooting experience was certainly not unique; I’ve seen
this many times.</span>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span lang="EN-US">Yes, this proposed solution won’t help with
all Wi-Fi airtime issues - non-Wi-Fi interference, external and internal ACI
and CCI from SOHO rogues, non-overlapping ACI (AP co-location), sticky clients,
clients probing at low rates, clients probing for every WLAN they’ve ever
associated to, overly high AP density, overly high transmit power… the list
goes on. It will however help with one significant Wi-Fi issue and one that has
a very simple plug and play solution. Would this have been advisable 10 years
ago? Of course not! Even 5 years ago? Perhaps not even then. But 17 years is a
long time in technology circles – it’s time we moved on!</span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span lang="EN-US">Lastly, I need to acknowledge the <a href="http://www.cio.com.au/article/536841/old-school_wi-fi_slowing_down_networks_cisco_says/" target="_blank">fantastic proposal</a> from Cisco’s Brian Hart and Andrew Myles. In short, they’re proposing
that the Wi-Fi Alliance start looking at making low data rates optional. Whilst
I suspect that the onus behind this proposal may have come from the issues seen
in stadium Wi-Fi in recent years (1 Mbps probes + very high client density +
very open space = choas), it would obviously benefit all new Wi-Fi deployments where
the equipment had this certification. But this leads to the next logical
question, “how about cleaning up Cisco’s backyard first?” Obviously this isn’t
a Cisco-specific issue but even if this proposal sees the light of day, it will
likely be several years before we see it bear fruit. Why wait? – take the lead!</span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span lang="EN-US">Despite the marketing claims of 802.11ac,
Wi-Fi in the 2.4 GHz band is going to be around for the foreseeable future and
it’s about time the mess was cleaned up!</span></div>
Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-33600028985894294882014-06-15T19:23:00.000+08:002014-06-15T19:23:13.271+08:00You down with TDD (yeah you know me)Recently I was performing a piece of wireless trouble-shooting and came across something I hadn't seen before. I was called out because of <i>wireless issues</i>. You know; those vague, all-too-common <i>wireless issues</i>!<br /><br />Fast-forward to me being on-site. Whilst surveying I often try to simultaneously perform as many of the required tasks as is practical. So I performed a survey to check out the customers WLAN coverage, looked for internal and external CCI and ACI and performed a spectrum analysis. Later on came a spot of analysis and sniffing.<br />
<br />In one area I noticed a high level of utilisation on channels 44 and 48.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
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" style="margin-left: auto; margin-right: auto;" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">40 MHz Wi-Fi channel... right?</td></tr>
</tbody></table>
This was clearly a 40 MHz channel where a file transfer or something similar was occurring… wasn’t it? I looked at my survey results but none of the customers APs were on these channels in this area. I then took a look for rogue APs in the vicinity.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img alt="" 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" style="margin-left: auto; margin-right: auto;" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Found the culprit?</td></tr>
</tbody></table>
OK – this looks like it. According to the customer this AP was being used because the corporate Wi-Fi wasn’t working well. Well yes, that was indeed why I was on-site. To confirm what I was seeing I pulled out the Fluke AirCheck.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><img alt="" 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" 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<tr><td class="tr-caption" style="text-align: center;">What the.....</td></tr>
</tbody></table>
Hold up, what do we have here? 89% of utilisation from non-Wi-Fi sources? The customer mentioned they were running a Raspberry Pi. I know nothing of the Pi’s and wondered if it was performing some non-Wi-Fi Wi-Fi look-alike transmissions. Something along the lines of the <a href="http://nutsaboutnets.com/airhorn-signal-generator/" target="_blank">Nuts About Nets AirHORN</a>? A few questions later and it was established that the Pi was 2.4 GHz-only and that a dual-band Netgear wireless router was also in use. The Netgear was broadcasting the Swifty5 SSID pictured above. So was the Netgear to blame or was it a bug in the AirCheck reporting Wi-Fi transmissions as non-Wi-Fi? I powered off the Netgear and the non-Wi-Fi utilisation didn’t stop. I continued on with the survey, planning to return later on.<br /><br />Later back at my desk I was going through my notes and remembered a screengrab from the WLAN controller I took the day before when doing some pre-visit preparation. I probably should have remembered this earlier but at least 18 hrs had elapsed! – so right there, you can see the problem!<br />
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<tr><td style="text-align: center;"><img alt="" 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" style="margin-left: auto; margin-right: auto;" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Light bulb moment!</td></tr>
</tbody></table>
<br />Ah ha! A quick confirmation of AP location and it was confirmed; TDD was the source. Yes, channel 36 is reported but later I noticed another AP in the area reporting TDD on channel 44 also. I had seen TDD transmitters detected by the APs on-board spectrum analyser previously and had seen reference to it in vendor documentation countless times however I had never delved any deeper. TDD stands for Time Division Duplex. Just from the name it sounded like something a licensed microwave, outdoor P2P link would use but was in fact operating in an unlicensed band. I suspected a P2P link mounted on a nearby building shooting a narrow beam of non-Wi-Fi ‘bite me’ through the customers building. Further analysis revealed this to be the case.<br /><br />I suspected that what I could see on channels 36 + 40 in the first spectrum analysis image was another P2P link, albeit causing lower utilisation. A quick Google later and I suspect this may in fact be FDD – Frequency Division Duplexing with the uplink and downlink running on 36+40 and 44+48, respectively. Whilst the transmission was a continuous transmitter (100% utilisation) it did not operate 100% of the time, like some continous transmitters. The AirCheck showed it was bursty which is what you may expect to see on a P2P link.<br /><br />As you would hope, the result of these interferers is that the RRM algorithm in the wireless infrastructure has chosen to use other channels on this side of the building. I can see that another business on the bottom floor of the building is running an enterprise WLAN also and those APs have also chosen not to use these channels. Losing four channels is not ideal, fortunately the customer is running 20 MHz channels so another eight are available (supporting UNII-2e is far from plug and play, particularly in this part of the world, so enabling these channels is unlikely). Before discovering this issue I was considering moving the customer to 40 MHz channels but that may not be worthwhile now.<br /><br />As for the previously mentioned rogue AP that the customer had decided to use, it just happened to be running on the exact two channels that the interferer is running on. This presented a red herring whilst trouble-shooting due to the very similar signature (Wi-Fi vs. TDD). It also meant that the customer shot themselves in the foot – the SOHO wireless router remained on the problematic channels despite high utilisation whilst the enterprise WLAN performed as you would hope and didn’t use those channels. A pat on the back for me having tweaked the WLAN infrastructures AP spectrum analysis configuration 12 months earlier ;).<b><span style="font-size: small;"> </span></b><br />
<br />
<b><span style="font-size: small;">A few closing thoughts</span></b><br />
<ul>
<li>Whilst many non-Wi-Fi interferrers have unique signatures, some are misleadingly similar.</li>
</ul>
<ul>
<li>Metageek features I'd love to see in the future:</li>
<ul>
<li>As much as I like Chanalyzer, I hope to see improved hardware from Metageek in the future to allow better signature detection to become a reality.</li>
<li>Tabbed support in Chanalyzer – it would really help when examining multiple files, post-capture.</li>
<li>Utilisation-specific 802.11 frame analysis; despite this example of severe non-Wi-Fi interference, the majority of interference I see is still from CCI. I’m not talking packet sniffer level stuff; even something as simple as what the AirCheck can do (x% Wi-Fi utilisation / x% non-Wi-Fi utilisation).</li>
</ul>
</ul>
<ul>
<li>Whilst you shouldn’t rely on spectrum analysis signatures, they can certainly be helpful. Sure, you can purchase a whole bunch of non-Wi-Fi interferers for you lab in order to learn the different signatures (certainly a worthy venture) but you’re unlikely to ever get your hands on all of them – I’d certainly never have forked out for this interferer in order to learn its signature! </li>
</ul>
<ul>
<li>AP-based spectrum analysis is not a replacement for a stand-alone spectrum analyser and vis-versa; they complement one another. </li>
</ul>
<ul>
<li>Although the majority of non-Wi-Fi interference is seen in the 2.4 GHz band, 5 GHz is not immune.</li>
</ul>
<ul>
<li>In Australia, much like the US, UNII-1 is restricted to indoor-use only. It is likely that a call to the ACMA (FCC equivalent) may be required. The US is in the process of opening up UNII-1 for outdoor use and I expect Australia will follow at some point. </li>
</ul>
<ul>
<li>When the utilisation was closer to 60% (when I initially noticed the issue) it was my backup device (the AirCheck) that raised the red flag that this utilisation wasn’t from Wi-Fi - my favourite new toy of late! </li>
</ul>
<ul>
<li>Finally, a side-by-side – Wi-Fi vs. TDD/FDD. The amplitude differs as
expected but the significant difference is the lack of side-lobes on the
TDD/FDD. </li>
</ul>
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<tr><td style="text-align: center;"><img alt="" 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" style="margin-left: auto; margin-right: auto;" /></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Wi-Fi (left) vs. (TDD/FDD)</td></tr>
</tbody></table>
</ul>
<ul>
<li>Despite the images above, in one instance (admittedly out of many) the TDD/FDD did actually show side lobes making it all the more difficult to identify. The 100% utilisation gives it away though.</li>
</ul>
<br />If you’ve dealt with this type of interferer before and can
provide any more detail please provide a comment or hit me up on twitter.<span style="font-size: 9.0pt; line-height: 115%;"></span><br />
<br />Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-54551433464620005272012-11-19T23:08:00.000+08:002012-11-19T23:17:19.600+08:00Wireless Field Day 3 Wrap-Up & Pen-Testing<style>
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</style><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US"><i>Update: After today's events, I <span style="font-size: small;">feel I have to stat<span style="font-size: small;">e th<span style="font-size: small;">at Cisco d<span style="font-size: small;">id<span style="font-size: small;"> <span style="font-size: small;">not promise nor did they provide me with US$1.2B in exchange for positive words about <span style="font-size: small;">mera<span style="font-size: small;">ki!</span></span></span></span></span></span></span></span></i></span></span></span> <br />
<br />
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Recently (well recent when I started this
post 8 weeks back!) I returned from <a href="http://techfieldday.com/event/wfd3/" target="_blank">Wireless Field Day (WFD) 3</a>,
based out of San Jose, California. Firstly a quick re-cap for those not
familiar. Wireless Field Day is an event unlike any other in the wireless
community. It brings together wireless vendors, social media-savvy folk (delegates)
and the wider wireless community. Wireless Field Day, under the umbrella of Tech
Field Day, is organized by <a href="http://techfieldday.com/" target="_blank">Steven Foskett</a> with the wireless spin-off originally conceived by <a href="http://jenniferhuber.blogspot.com/">Jennifer Huber</a>.</span></span></span><br />
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<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Of the vendors that present<span style="font-size: small;">ed</span> at WFD3, I have
worked with Cisco, Metageek and Omnipeek. From a hands-on perspective, the
other vendors were new to me.<span style="font-size: small;"> </span>Consequently blog posts concerning these
other vendors will come once I have had a chance to take a deep dive into their
doco and play with their hardware, for those vendors that supplied it. If you
want to check out the vendor presentation videos and the other delegates’
thoughts on the event take a look at the <a href="http://techfieldday.com/2012/wfd3/">Wireless Field Day 3</a> page. </span></span></span></div>
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<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">In the meantime, I thought I would throw up
a review of some vendor SWAG… Specifically, the pens!</span></span></span><br />
<br />
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<a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhV_6CCmjD_qYGtBruVvvmQrFeYOoWpafxiGBZkVjEQVVq7laCLQVmniDjPPmJUaCfzeCvxj8Lus72PmYaegAtXgNRFAZBSwIhMm8FwIBAG-pPy7zzc6anQdVTwN_-myZhCGtK0gg1PliQ/s1600/PenTest.jpg" imageanchor="1" style="margin-left: 1em; margin-right: 1em;"><img border="0" height="640" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEhV_6CCmjD_qYGtBruVvvmQrFeYOoWpafxiGBZkVjEQVVq7laCLQVmniDjPPmJUaCfzeCvxj8Lus72PmYaegAtXgNRFAZBSwIhMm8FwIBAG-pPy7zzc6anQdVTwN_-myZhCGtK0gg1PliQ/s1600/PenTest.jpg" width="480" /></a></div>
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US"> </span></span></span>
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"></span></span><br />
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<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">First up we have the <b>Ruckus</b>-provided orange number. This style of pen is fairly standard
when it comes to vendor SWAG<span style="font-size: small;">.</span> Whilst this pen
does the job when it comes to putting ink-to-paper, there is nothing
particularly special about it. If you look closely you can see inflictions
present in the ‘R’, ‘u’, ‘k’ and ‘s’ – these take away from the impact that
‘Ruckus’ may otherwise have on the page. I suspect this comes down to a low
grade of ball-bearing used in the pen.</span></span></span></div>
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<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Next up, we have the <b>WildPackets</b> pen. This little number features all of your standard pen
features – the ability to be held, the ability to inpart ink onto the page and
finally the ability to actually hold a reservoir of ink. Whilst also being made
from a semi-opaque plastic, this pen features a rubber ‘comfort grip’. This feature aids in your ‘comfort’ whilst
‘gripping’ the pen – truly revolutionary stuff and second only to Gillette
adding the totally-not-needed <a href="http://www.theonion.com/articles/fuck-everything-were-doing-five-blades,11056/" target="_blank">fifth blade to oneof their razors!</a> The pen also outputs blue ink. Now I really want to make
this clear – I am not penist in any way however I do favour blue ink over black.
It just looks nicer on the page. That and the comfort grip put it ahead of the
Ruckus number.</span></span></span></div>
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<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Last up we have the <b>meraki</b> pen. This handsome looking pen sports an outer casing made
from some sort of metallic material – quite possibly metal. Enough <span style="font-size: small;">with</span> the pens external aesthetics – how does it look when the pen hits the paper.
Pretty damn great! In addition to the fantastic text-formation, it has the
smoothest writing motion of all the pens – a clear winner! I have over-looked
the ink colour due to the superb performance.</span></span></span></div>
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<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Whilst the meraki pen is undoubtedly the
winner of the three it does not trump my existing pen, although comes in a close
second. Whilst meraki did provide the
notepad for the pen-test, I have no reason to believe that this improved the
pens performance. Many in the pen-testing community have suggested a special
coating may exist on the paper to account for the fantastic performance – this
is pure speculation with absolutely nothing to back the claim up. </span></span></span></div>
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<div class="MsoNormal">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">The <span style="font-size: small;">m</span>eraki will work nicely for me,
providing pen-redundancy in case of primary-pen failure… unless the WAN link is
down ;). Oh yes, I went there! At this stage, I believe this isn’t a hitless
fail-over and would involve me tossing my primary pen in the bin and reaching
into my bag to grab the <span style="font-size: small;">m</span>eraki. I am considering taping the two pens together
to provide true HA!</span></span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">As for future vendor<span style="font-size: small;"> </span>SWAG, I would like to
see a quill and ink provided, just for something a little different – back to
the old school!</span></span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Some have suggested that declaring <span style="font-size: small;">m</span>eraki
the pen performance winner when it was only compared with two other vendors’
pens is unfair… and they’re probably right. But hey, if it works for Juniper
;).</span></span></span></div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">If you’ve made it this far, you probably
want the last 5 minutes of your life back! Unfortunately I can’t help you with
that; I can however offer up some thoughts on Wildpackets Omnipeek in my<span style="font-size: small;"> next</span>
post!</span></span></span></div>
Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com5tag:blogger.com,1999:blog-8244742868095974321.post-47812024765083020792012-10-30T20:37:00.000+08:002012-10-30T20:47:29.598+08:005 GHz: The band that never was<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">In early 2009 I
started working on a high density education deployment. I tried looking at
every available option to wring the last piece of performance from the WLAN design. This
was prior to the ratification of the 802.11n standard, which didn't come until
September of that year. What was immediately apparent was how important the 5
GHz band was going to be to achieving this goal.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">At the time the Wi-Fi
alliance had been certifying 802.11n Draft 2.0 gear for around two years.
Because no mandatory new features were added to the final ratified standard,
all Draft 2.0 gear was able to successfully interoperate with gear that came
about after the standard was finally ratified. This certification was a great
move from the Wi-Fi Alliance because it meant that there was a reasonably large
installed base of compatible clients to make use of the 802.11n APs upon
ratification, at least in the laptop space. Essentially the clients had a two-year
head start. This was doubly important due to the large delays with getting
802.11n over the line. By the time it arrived in late 2009, it was desperately
needed in areas such as education where one laptop (or other device) per child
was starting to become the norm.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">The real key to
making the most out of high-density deployments is 802.11n support in the 5 GHz
band. This doesn't necessarily mean that all of your clients should be in the 5
GHz band as you may be missing out on available airtime in the 2.4 GHz band -
just that if all (or more realistically, most) of your clients are dual-band
capable then at least you have the 5 GHz option at your disposal!</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">In early 2009 it was
hard to gauge how many clients would be released with dual-band support. At the
time I thought that two-years post-ratification (late 2011) most clients
released would support not only 802.11n but also the 5 GHz band. Two years
later the majority of clients did support 802.11n however unfortunately this
was not the case when it came to 5 GHz support. Not only that but early
experiences with the 5 GHz band on many devices (though certainly not all) has been underwhelming largely
due to poor implementations by client vendors.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-size: large;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><b><span lang="EN-US">The Laptops</span></b></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Initially most laptop
drivers I tested did not prefer the band and many would jump between bands
during use of the client. In addition, Cisco didn’t offer a band steering
option early on and when they did introduce one (Band Select) it was CLI-only
and the release notes stated that it should NOT be used. In other words, it was
buggy. Later it made its way to the GUI. With bugs ironed out in the Band Select
code and with improved laptop drivers, laptops began to stick to the 5 GHz
band.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Most of the new
laptops that I was testing in 2009 offered dual-band support so when I started
a new role in late 2010 I was very surprised that my corporate laptop provided
only single-band support. Not only was it 2.4 GHz-only but it didn’t even
provide MIMO or support Short Guard Interval – 65 Mbps was the top data rate!
This came as a big surprise but since then I have seen plenty of ultra-lightweights’
and Ultrabooks that likewise only provide single-band support.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Then of course there
is band and channel support within the 5 GHz band. With the 5 GHz band broken
up into five separate bands (UNII-1, UNII-2, UNII-2e, UNII-3 and ISM) there are
often incompatibility issues between what bands the infrastructure supports and
what the client supports. Much of this comes down to what regulatory domain
your infrastructure/client vendor intends your equipment to operate in and the
issues this causes when their vision doesn’t fit with yours. These vendors
and the original 802.11 standard seem to have forgotten about the realities of
globalisation!</span></span></span></div>
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><br /></span></span>
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg9t_txiMhFOYjM89jVZff9hOH8_UZR1jLRdB8MAycbMvxoCR7wbRYiFBmmwzOTDXp8NKHQurYM0cJ31ghXCUUpS91Vsm_-x_oHH6U2OED5poBEAD9VqeRc8UgxxE0KoZ4fyF91HzGFYMc/s1600/Untitled1.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEg9t_txiMhFOYjM89jVZff9hOH8_UZR1jLRdB8MAycbMvxoCR7wbRYiFBmmwzOTDXp8NKHQurYM0cJ31ghXCUUpS91Vsm_-x_oHH6U2OED5poBEAD9VqeRc8UgxxE0KoZ4fyF91HzGFYMc/s1600/Untitled1.png" /></a></span></span></td></tr>
<tr><td class="tr-caption" style="text-align: center;"><span style="font-size: x-small;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;">In my utopian-vision, world-peace would result in real universal standards. This would eliminate the 5 GHz incompatibilities we see amongst infrastructure equipment and clients :)</span></span></td><td class="tr-caption" style="text-align: center;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><br /></span></span></td><td class="tr-caption" style="text-align: center;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><br /></span></span></td></tr>
</tbody></table>
<br />
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">For example, back in
early 2009 I looked into why Cisco didn’t offer their APs in a SKU for the
Australian market. Although legally we’re able to use the UNII-2e band, we get
thrown into the lowest common denominator –N regulatory domain when purchasing
Cisco APs. Of course we could purchase the US –A APs but then you have the
issue of client support. There is no point in allowing your APs to use the
UNII-2e band if few of your clients support it. Whilst many clients may be unable to use the UNII-2e band in Australia currently, I hope to see this change once 802.11ac and its larger channel widths take hold. As far as I can see the only
reason an Australian SKU doesn’t exist is that Cisco doesn’t see Australia as a
large enough market and no one has put pressure on them to support it. Whilst
it would have been nice to have UNII-2e support here for 802.11n when using 40
MHz channels in high density environments, it is all the more important with
the 80 MHz channels offered by 802.11ac, assuming you have a use case for such
wide channels (I'm ignoring 160 MHz channels just like I ignored 40 MHz channels at 2.4 GHz!). Things are looking up though - the new Cisco 2600 series APs are
available in a –Z SKU for the Australian / New Zealand market and hopefully
this SKU will also be offered for forth-coming 802.11ac APs where it will
really matter!</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Besides this
Australian/Cisco-centric issue, there are plenty of other issues when it comes
down to individual 5 GHz band support from clients not supporting the UNII-2e
band to clients not supporting individual channels (the Cisco 7925G’s lack of
support for channel 165).</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-size: large;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><b><span lang="EN-US">The Smartphones</span></b></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">It was quite some time before even a small percentage of available phones
started to support the 5 GHz band. Within your average corporate or home
network, this wasn’t a big deal – within a high-density environment such as a
stadium deployment it certainly is! Whilst it is great to see phones supporting
the 5 GHz band, mere support isn’t enough. If you’re going to offer dual-band
support you’d better do it right! Let's examine what was one of the most popular
Android-based phones - the Samsung Galaxy S II. Dual-band support? – yes! Very
poor RSSI at 5 GHz – yes; favouring 2.4 GHz over 5 GHz despite band steering
being enabled – yes; poor support for individual 5 GHz bands – yes. With all of
these issues, I consider the 5 GHz support useless on this phone. By comparison,
the Samsung Galaxy S III appears to have solved most of these issues.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Then there is of course the iPhone 5, which now offers dual-band support
– hopefully more inline with the Galaxy S III than the Galaxy S II.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">In my mind, in 2013 we will start to see smartphones really make use of
the 5 GHz band with recent client improvements and support for the band
alongside an increase in stadium/BYOD/hotspot deployments. We might even start
to see some 802.11ac phones - Galaxy S IV / iPhone 6 anyone!</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-size: large;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><b><span lang="EN-US">The Tablets</span></b></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">Tablets have been a
mixed bag when it comes to comes to 5 GHz support. There are certainly more
dual-band capable tablets out there than smartphones but particularly on the
Android side of the fence, it isn’t overwhelming.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">In contrast to the
their smart-phones, Apple has offered dual-band support from the beginning - the
iPad 1, 2, 3 and now mini all support it. Dual-band android tablet support is
not so great with a mixture of dual and single band tablets out there. The issues
on the Samsung Galaxy S II phone also seem to exist on Samsung’s tablets.
Apple’s 5 GHz tablet support seems much more solid.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-size: large;"><span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><b><span lang="EN-US">5 GHz – The band that never was</span></b></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">So far, many 5 GHz client
implementations have been underwhelming. The issue has not been with the five
to six billion oscillations per second – that is, there are no significant
issues with using Wi-Fi in this band.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">The issue has been
with both the quality and quantity of dual-band implementations from client
vendors. Looking back 3+ years, I thought we’d be in a very different place by
now. Things are looking up however! From improved laptop chipset drivers to
improved smartphone implementations to an overall increased quantity of
dual-band capable clients. With ratified enterprise-grade 802.11ac hardware on
the way hopefully the lessons that client vendors have learnt from their
802.11n 5 GHz implementations pay off and we see some of the first 802.11ac
clients perform solidly on the 5 GHz band. It would have been nice if the IEEE had never supported 802.11n in the 2.4 GHz band to begin with but considering work started on it almost 10 years ago, I imagine it wasn't a realistic option back then.</span></span></span></div>
<div class="MsoNormal" style="margin-bottom: 12pt;">
<span style="font-family: "Helvetica Neue",Arial,Helvetica,sans-serif;"><span style="font-size: small;"><span lang="EN-US">In addition to the
issues with client vendor implementations (or lack thereof), there is so much
more that needs to be taken into account when designing for the 5 GHz band.
Hopefully the knowledge gained from the v1.0 5 GHz implementations of 802.11n pays
of when it comes to the v2.0 designs and implementations of 802.11ac. What
about 802.11a, you may ask. That was a merely a beta!</span></span></span></div>
Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-5945075806304199562012-07-15T22:11:00.000+08:002012-07-15T22:18:52.040+08:00Wireless Field Day 3<div style="font-family: inherit;">
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<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Recently I was
invited to join a <s>star-studded, able-bodied</s> talented crew of Wi-Fi
social media folk at <a href="http://techfieldday.com/2012/wfd3/">Wireless
Field Day 3</a>. Happy, eager, enthusiastic, thrilled, and animated – they’re
all words. Specifically, according to Microsoft Word, they’re synonyms for how
I felt when I received the invite – (ridiculously) excited!</span></div>
<div style="font-family: inherit;">
</div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span lang="EN-US" style="font-size: small;">By now most of
you are probably familiar with the <a href="http://techfieldday.com/">Tech
Field Day</a> events but if you’re not, let me fill you in. The Tech Field Day’s
are a series of independent events that allow vendors to present their wares
and nifty technology to a group of social media folk who are active in that
particular field. In turn, these bloggers and tweeters provide their own
thoughts and analysis based on the vendor presentations. One of the aspects of
the Tech Field Days that really surprised me was how professionally the events
are filmed. Check out the video’s from <a href="http://techfieldday.com/2011/wfd1/">Wireless Field Day 1</a> and <a href="http://techfieldday.com/2012/wfd2/">Wireless Field Day 2</a> to see what
I mean!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span lang="EN-US" style="font-size: small;">As most of my
experience has been focused on Cisco, I look forward to checking out some of
the competition and offering some insight into what they can offer. So far <a href="http://meraki.com/">Meraki</a>, <a href="http://www.ruckuswireless.com/">Ruckus
Wireless</a> and <a href="http://www.wildpackets.com/">WildPackets</a> have
been confirmed, with more to come.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span lang="EN-US" style="font-size: small;">Due to the
relative dearth of engineers specializing in Wi-Fi, I felt like I was on a virtual
Wi-Fi island in Australia. Whilst I have worked with a number of excellent
engineers in other areas of networks and been able to throw ideas back and
forth with them, when it came to Wi-Fi, I have had to turn to <a href="https://twitter.com/scottpstapleton">Twitter</a> in the last year to
continue the Wi-Fi conversation that was previously confined to my own head! Below
are some of the folk who have helped end my Wi-Fi insanity with a few new names
throw in – all of whom I look forward to meeting come September. The delegates
for Wireless Field Day 3 are:</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<table style="font-family: inherit;"><tbody>
<tr>
<td><span style="font-size: small;"><a href="http://aboringlook.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2012/06/Adzima.jpeg" title="Ryan Adzima" /></a></span></td>
<td><span style="font-size: small;">Ryan Adzima</span></td>
<td><span style="font-size: small;"><a href="http://aboringlook.com/" target="_blank">A Boring Look</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/radzima" target="_blank">@radzima</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://www.cwnp.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2012/06/Carpenter-60.jpg" title="Tom Carpenter" /></a></span></td>
<td><span style="font-size: small;">Tom Carpenter</span></td>
<td><span style="font-size: small;"><a href="http://www.cwnp.com/" target="_blank">CWNP</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/carpentertom" target="_blank">@carpentertom</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://sc-wifi.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2011/11/Clements-60.jpg" title="Sam Clements" /></a></span></td>
<td><span style="font-size: small;">Sam Clements</span></td>
<td><span style="font-size: small;"><a href="http://sc-wifi.com/" target="_blank">SC-WiFi</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/samuel_clements" target="_blank">@samuel_clements</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://www.simplywifi.co/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2011/11/Cybulskie-60.jpg" title="Daniel Cybulskie" /></a></span></td>
<td><span style="font-size: small;">Daniel Cybulskie</span></td>
<td><span style="font-size: small;"><a href="http://www.simplywifi.co/" target="_blank">Simply WiFi</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/SimplyWiFi" target="_blank">@SimplyWiFi</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://www.intensified.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2011/11/Gregory-60.jpg" title="Rocky Gregory" /></a></span></td>
<td><span style="font-size: small;">Rocky Gregory</span></td>
<td><span style="font-size: small;"><a href="http://www.intensified.com/" target="_blank">Intensified</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/bionicrocky" target="_blank">@bionicrocky</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://jenniferhuber.blogspot.com/" rel="nofollow" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2011/11/Huber-60.jpg" title="Jennifer Huber" /></a></span></td>
<td><span style="font-size: small;">Jennifer Huber</span></td>
<td><span style="font-size: small;"><a href="http://jenniferhuber.blogspot.com/" rel="nofollow" target="_blank">I ♥ WiFi</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/JenniferLucille" target="_blank">@JenniferLucille</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://blakekrone.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2011/11/Krone-60.jpeg" title="Blake Krone" /></a></span></td>
<td><span style="font-size: small;">Blake Krone</span></td>
<td><span style="font-size: small;"><a href="http://blakekrone.com/" target="_blank">Digital Lifestyle</a></span><br />
<span style="font-size: small;"><a href="http://nsashow.com/" target="_blank">NSA Show</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/blakekrone" target="_blank">@blakekrone</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://www.wifikiwi.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2011/11/Lyttle-60.jpg" title="Chris Lyttle" /></a></span></td>
<td><span style="font-size: small;">Chris Lyttle</span></td>
<td><span style="font-size: small;"><a href="http://www.wifikiwi.com/" target="_blank">WiFi Kiwi’s Blog</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/wifikiwi" target="_blank">@wifikiwi</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://www.wifigeeks.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2012/06/Rynearson-60.jpg" title="Sean Rynearson" /></a></span></td>
<td><span style="font-size: small;">Sean Rynearson</span></td>
<td><span style="font-size: small;"><a href="http://www.wifigeeks.com/" target="_blank">WiFiGeeks</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/Srynearson" target="_blank">@Srynearson</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://phasedcoexistence.blogspot.com/" rel="nofollow" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2012/06/Stapleton-60.jpg" title="Scott Stapleton" /></a></span></td>
<td><span style="font-size: small;">Scott Stapleton</span></td>
<td><span style="font-size: small;"><a href="http://phasedcoexistence.blogspot.com/" rel="nofollow" target="_blank">Phased Coexistence</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/scottpstapleton" target="_blank">@scottpstapleton</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://www.my80211.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2012/01/Stefanick-60.jpg" title="George Stefanick" /></a></span></td>
<td><span style="font-size: small;">George Stefanick</span></td>
<td><span style="font-size: small;"><a href="http://www.my80211.com/" target="_blank">my802.11</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/wirelesssguru" target="_blank">@wirelesssguru</a></span></td>
</tr>
<tr>
<td><span style="font-size: small;"><a href="http://802dot11.tumblr.com/" target="_blank"><img alt="" class="aligncenter size-full wp-image-13064" height="60" src="http://static.techfieldday.com/wp-content/uploads/2012/06/Vucajnk-60.jpg" title="Gregor Vucajnk" /></a></span></td>
<td><span style="font-size: small;">Gregor Vučajnk</span></td>
<td><span style="font-size: small;"><a href="http://802dot11.tumblr.com/" target="_blank">Not your fathers WiFi</a></span></td>
<td><span style="font-size: small;"><a href="http://twitter.com/gregorvucajnk" target="_blank">@gregorvucajn</a></span></td></tr>
</tbody></table>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span lang="EN-US" style="font-size: small;">Now I just need
to stock up on kangaroo-themed tea towels, <a href="http://www.imdb.com/title/tt0090555/">Crocodile Dundee</a> themed
merchandise from the 80s and any other clichéd Australian <s>cr</s> quality
goods that I can find!</span></div>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-78305540133886604862012-06-07T21:23:00.001+08:002012-07-15T22:21:15.671+08:00WLAN Site Survey Toolkit<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">What Wi-Fi blog would be complete without a post dedicated to
one’s site survey kit! I have compiled my own set of tools as I am somewhat particular about having all of the right
tools for the job and having a Pelican case sitting there ready to go allows for a much smoother
survey. I use my tools alongside a few tools from work - I can’t quite justify
spending $3k on a certain piece of site survey software prone to BSODs... not
mentioning any names of course ;)</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Ideas for my kit came from fellow bloggers, books and my own
experience. In particular, I borrowed ideas from Keith Parsons and a clever
idea from Jennifer Huber. Keith has an excellent video detailing his <b><a href="http://wirelesslanprofessionals.com/2010/11/">WLAN kit</a></b>, as of 2010. I
also borrowed and modified a <b><a href="https://www.cwnp.com/cwnp_wifi_blog/site-survey-rigs">method of
Jennifer’s</a></b> for placing AP marker stickers on the ceiling (assuming the
ceiling is within reach!). At the bottom of this post I have linked to some
other site survey kit blog posts so that you can get a few alternative ideas.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>The Kit</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Essentially my surveying kit is comprised on two major
components:</span></div>
<div class="MsoNormal" style="font-family: inherit; margin-left: 36pt; text-indent: -18pt;">
<span style="font-size: small;">1)</span><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-size: small; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span><span style="font-size: small;"><b>The
survey rig:</b> The Caster Tray WiFi Surveyor</span></div>
<div class="MsoNormal" style="font-family: inherit; margin-left: 36pt; text-indent: -18pt;">
<span style="font-size: small;">2)</span><span style="-moz-font-feature-settings: normal; -moz-font-language-override: normal; font-size-adjust: none; font-size: small; font-stretch: normal; font-style: normal; font-variant: normal; font-weight: normal; line-height: normal;"> </span><span style="font-size: small;"><b>The
survey case:</b> A large Pelican case that contains everything apart from the
survey rig</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>The Survey Rig</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">We use the <b><a href="http://www.castertray.com/surveyor.html">Caster Tray WiFi Surveyor</a></b>
for surveying. Whilst traditionally, site surveying has been done with
home-brew rigs, I am very happy to have access to this piece of kit. It is
essentially an all-in-one kit for mounting APs up to 4m in height and is
comprised of a Pelican 1560 case and vinyl shoulder bag. The Pelican case
houses a rolling tray, PoE battery holder and Terrawave PoE battery. The vinyl bag houses the extendable pole that
can extend up to 4m in height. I also use the vinyl bag to house a dowel rod that I use to place AP marker stickers on the ceiling. I find the Caster Tray rig makes the survey process much smoother
and therefore quicker than the alternatives. It certainly isn’t cheap though!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>The Survey Case</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi68F5TmFWiwWolX1_dEtvg43wJ-p_G6QwilRCceDVAUkRmlJiuJ2bX2E89JotlOY4l3_dcuThhc-h3N5L0ZW1vtuQq_EuMRG7vBVAui0pMNnMtgofw1oRi1RiBT98py5vbBDlapNN_fj8/s1600/IMG_0997.jpg" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="320" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEi68F5TmFWiwWolX1_dEtvg43wJ-p_G6QwilRCceDVAUkRmlJiuJ2bX2E89JotlOY4l3_dcuThhc-h3N5L0ZW1vtuQq_EuMRG7vBVAui0pMNnMtgofw1oRi1RiBT98py5vbBDlapNN_fj8/s320/IMG_0997.jpg" width="240" /></a>I use a <b><a href="http://pelican.com/cases_detail.php?Case=1560">Pelican 1560</a></b> case to
house all of my surveying equipment. This is the same model of Pelican case
that the Caster Tray WiFi Surveyor uses. So yes, it also means than I am carting
around 2 x Pelican cases and the vinyl shoulder bag. I am fine with this as I would much
rather have all of my tools on hand to ensure a smooth survey in exchange for
the small inconvenience of having to wheel around a second Pelican case through
the airport or a car park. The Survey case is home to the following equipment.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span><br />
<span style="font-size: small;"><b><span style="color: red;">Power</span></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><a href="http://www2.microsemi.com/PowerDsine/Documentation/datasheets/PD3001-3001GC.pdf"><b>PowerDsine3001 Single-port PoE Injector</b></a></span><br />
<span style="font-size: small;">Used for the times where I need to reconfigure the AP whilst
on-site. It is much smaller than the Cisco alternative – the PWR-INJ4.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.terra-wave.com/shop/80211n-mimo-site-survey-battery-pack-p-1535.html">Terrawave
Site Survey Battery Pack</a></b></span><br />
<span style="font-size: small;">Whilst the WiFi Surveyor comes with one of these batteries
it typically doesn’t last a full day, particularly if I am performing a
dual-band active survey, which is usually the case. Previously I was switching
the battery off between AP placements but now I just slot in the second battery
when required and put the first on charge.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Double Adapters</b></span><br />
<span style="font-size: small;">I couldn’t find a small enough power board so these do the
trick instead.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.amazon.com/SF-Cable-Adapter-receptacle-Australia/dp/B004OC73VY/ref=sr_1_cc_1?s=aps">US
to AU Power Adapters</a></b></span><br />
<span style="font-size: small;">Many adapters are bulky and the sockets are too loose
causing the equipment being powered to easily fall out. These ones from Amazon
don’t suffer from those issues. I use these to charge the Terrawave Battery
Packs.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Spare Laptop Batteries</b></span><br />
<span style="font-size: small;">I take two to three spare batteries for the survey laptop. Due
to the pain of swapping batteries whilst AirMagnet Survey is running, I try to
find a free power outlet in between AP placements to provide a quick charge. I
am in the process of trying to find a high capacity external battery for the
laptop to take over the role of these batteries.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Second (Universal) Laptop Charger</b></span><br />
<span style="font-size: small;">There is quite simply only one reason I have this – I wasn’t
going to drive home four hours after forgetting my charger on a recent survey.
Woops! It may come in useful if I make the same mistake in the future.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Spare AA & AAA batteries</b></span><br />
<span style="font-size: small;">These spare rechargeable batteries are for my cordless mouse
and laser measuring tool.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.ji.com.au/products/PT1USB/">USB Wall Charger</a></b></span><br />
<span style="font-size: small;">This allows me to charge two USB devices via a standard
power socket freeing up the laptop USB ports for the real work!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><span style="color: red;">Measuring Tools</span></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.leica-geosystems.com/en/Leica-DISTO-D2_69656.htm">Leica DISTO
D2 Laser Measure</a></b></span><br />
<span style="font-size: small;">This laser measuring tool can measure up to 60m (197 ft). It
seems to have the edge over the equivalent Fluke tool and lives on my belt in
its accompanying pouch.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.dewalt.com/tools/laser-attachments-dw0714.aspx">Dewalt DW0714
Laser Enhancement Glasses</a></b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">These help locate the laser when using the laser tool
outside in sunlight. I find that they help a little although they’re biggest
advantage is that just make everything outside look awesome! On the down-side,
they make you look like Bono (a douche-bag)!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.stanleytools.com/default.asp?CATEGORY=HT_LONG_TAPES&TYPE=PRODUCT&PARTNUMBER=34-132&SDesc=30m%2F100%26%2339%3Bx+3%2F8%26quot%3B+FatMax%26%23153%3B+Long+Tape+Rule">Stanley
FatMax 30m Measuring Tape</a></b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Useful for measuring outdoors where the Leica often isn’t a
feasible option.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.justtools.com.au/prod2428.htm">Lufkin PSMW16M Measuring Wheel</a></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Used for outdoor surveys where the laser measure or
measuring tape may not always be great options. This is bulky and doesn't fit in the case, so is only taken when needed.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><span style="color: red;">Wireless Adapters</span></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.caselogic.com/6_capacity_usb_flash_drive_shuttle/product_detail/index.cfm?modelid=66166&productid=775831">Case
Logic JDS-6 USB Storage Case</a></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I store all of my USB adapters in a pair of these cases - they
are very good quality.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.rosewill.com/products/1604/ProductDetail_Overview.htm">Rosewill
RHB-330 USB Hub</a></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">This hub is the perfect size and weight allowing it to be
Velcroed to the back of the laptop screen in order to accommodate the required
USB WLAN adapters / spectrum analysers. It is the same model hub that AirMagnet
includes in a bundle with the Proxim Orinoco USB adapters that I also use, as detailed
below. It is cheaper to buy the hub and Proxim adapters separately instead of
through AirMagnet. Of course, this saving may be negligible compared with the
several thousands of dollars you’re spending on AirMagnet’s survey software!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://dl.ubnt.com/sr71usb_datasheet.pdf">Ubiquiti SR71 802.11n Dual-band
USB Adapter</a></b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">One of the few decent USB adapters that have external
antenna connectors. It is useful for hooking up a patch antenna to locate rogue
APs during the survey. It is also one of the most sensitive adapters available.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.proxim.com/products/enterprise-wireless-lan-wi-fi-mesh/orinocor-client-products/orinocor-80211abgn-usb-adapter">3
x Proxim Orinoco 8494 802.11n Dual-band USB Adapters</a></b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">One of the few enterprise-grade 802.11n USB adapters. I use
two of these for surveys with AirMagnet Survey Pro and the third for use with
AirMagnet Wi-Fi Analyser for roaming analysis – though I am yet to have the
opportunity to test all three with Wi-Fi analyser. One of them is also used
with Tamos CommView for WiFi.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.metageek.net/products/wi-spy/">Metageek Wi-Spy DBx, Wi-Spy 2.4x
& Wi-Spy 900x USB Spectrum Analysers</a> </b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">My preferred Spectrum Analysis hardware alongside the
Metageek Chanalyzer Pro software. Unfortunately the dual-band DBx hardware
doesn’t support concurrent dual-band operation, therefore I bought the Wi-Spy
2.4x to allow this functionality in Chanalyzer Pro. Why the 900 MHz-capable
Wi-Spy 900x? I have performed survey’s where I had a suspected interferer in my
sights but due to low signal and duty cycle, I couldn’t be sure if was
operating at 2.4 GHz, 5 GHz or another band. The 900x allows me to eliminate
such suspected interferers if that other band is the 900 MHz ISM band. On top
of this, the forth-coming 802.11ah standard looks like it will use the 900 MHz band so I
will be covered!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I also inter-change between Cisco SpectrumExpert and
AirMagnet SpectrumXT spectrum analysers depending on what is available at work.
My preference is to use the Metageek analysers though.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span><br />
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><span style="color: red;">Tools</span></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.leatherman.com/product/Super_Tool_300">Leatherman SuperTool 300</a></b></span>
</div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Hangs off my belt during the survey and looks fancy!
Performs the usual multi-tool tasks. Sure, I don’t need a can opener whilst
surveying today, but who knows what tomorrow might bring!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>General tools</b></span>
</div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I keep various other tools in a small Pelican case (<b><a href="http://pelican.com/cases_detail.php?Case=1060">Pelican 1060</a></b>)
including a Swiss Army Knife, few small screw-drivers with inter-changeable
bits, and a UTP punch-down tool.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span><br />
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><span style="color: red;">Organisational </span></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.averyproducts.com.au/avery/en_au/Products/Labels/Marking-Labels/Orange-Dispenser-Labels-Circle-24-mm-500-Pack_937248.htm?N=0&Ns=&refchannel=50e1c3cc20bfc110VgnVCM1000002118140aRCRD">Avery
Dispenser Labels</a></b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I borrowed this idea from <b><a href="https://www.cwnp.com/cwnp_wifi_blog/site-survey-rigs">Jennifer Huber</a></b>
when it comes to AP placement markers (check out her blog post). I was
initially using the same method with the ‘L’ shaped tape but lately I have just been balancing the sticker on the end of my dowel rod and then sticking it to the ceiling,
saving a little time. On occasion I need to use the ‘L’ shaped tape if the
sticker is to be placed on a wall instead of the ceiling or if placing it in
front of an air-con duct. I did experiment with the tape on a Velcro loop on my
belt but luckily I have moved on from that shameful display!</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Various adhesive
tapes</b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">You name it – I’ve got it! Duct tape, double-sided tape,
electrical tape, rubber tape and general office stationary tape.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Various other securing
materials</b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Useful when something needs to be temporarily mounted –
cable ties, Velcro and Blu-tack.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.mdpocket.com/index.php?dispatch=products.view&product_id=30516">Foldable
Clipboard</a></b></span> </div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I like to carry around print-outs of the building floor
plans during a survey rather than solely relying on the copy within the survey
software. I was using a standard clip-board to carry these on however it didn’t
fit into my Pelican case particularly well. I had a dream – a dream that
someone else would have felt my clipboard pain and developed a foldable
clipboard… and now look at me – the owner of an awesome foldable clipboard that
folds in half and fits down the side of my Pelican case! This clipboard was
developed for doctors to allow them to store it in their white-coats.
Consequently, the clipboard lists of bunch of medical data on the back. As I
have been surveying a number of hospitals lately, I feel this will come in
handy. I can picture it now… I will be surveying in a patients room, a nurse
will have an emergency on her hands and will require a doctor. I will say, “Worry
not nurse – I have this handy <b>foldable</b>
clipboard”. I will then flip it over and suggest that the patient is likely
experiencing a <b>Grade IV Cardiac Murmur</b>
based on it being <b>loud with a palpable
thrill</b>! What could possibly go wrong?</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Cables &
Adapters</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I carry various cables that come in handy at times including
a short extension cord, kettle cord, UTP and console cable. I also carry
various UTP adapters (UTP joiner, cross-over, loop-back, PoE tester, etc).</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Digital Camera</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Mobile phone cameras are typically good enough for AP placement
photo’s these days but I still carry a <i>real</i>
digital camera for times when I need optical zoom.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><a href="http://www.portacone.com/models.html">PortaCone 450 Foldable Traffic Cone</a></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Although usually I am placing APs in the corner of rooms,
occasionally I need to place the survey rig in the middle of a door-way or
corridor. A traffic cone or similar warning is therefore needed and this
foldable traffic cone easily fits into my Pelican case once folded.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span><br />
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b><span style="color: red;">WLAN Hardware</span></b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Access Points</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">The AP I use for the survey is that of the model planned for deployment. Lately
this has been one of the Cisco 3500 series of APs.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Wi-Fi Clients</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">Whilst I calibrate my survey to the poorest WLAN client in
the customer’s network, I also like to carry around a <b><a href="http://www.cisco.com/en/US/products/ps9900/index.html">Cisco 7925G</a></b>
VoWiFi phone in case testing is required during a voice survey.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Antennas</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">If a particular model of antenna has already been proposed
in a high-level design or predictive survey I will take it to survey with. In
addition I use the <b><a href="http://www.metageek.net/products/device-finder/">Metageek
Device Finder</a></b> 2.4 GHz patch antenna. This hangs off the top of the laptop
screen and helps to locate non-Wi-Fi interferers when connected to one of the
Metageek USB spectrum analysers or Wi-Fi interferers when connected to the Ubiquiti
SR71 USB WLAN adapter.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Cables &
Adapters</b></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;">I carry a few low loss coax cables with various connectors (I’ve
had these for 10+ years lying around in a drawer so am unsure of the type but they
would be similar to LMR-200). I also have a small Pelican case (<a href="http://pelican.com/cases_detail.php?Case=1010">Pelican 1010</a>) with
various coax adapters and pigtails.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><b>Other People's Survey Kits</b></span><br />
<span style="font-size: small;">Below are a few posts detailing some other bloggers ideas when it comes to survey kits.</span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span><br />
<span style="font-size: small;"><a href="http://www.markjulier.com/tag/wifi-survey-kit/">http://www.markjulier.com/tag/wifi-survey-kit/</a></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><a href="http://www.cwnp.com/cwnp_wifi_blog/site-survey-rigs">http://www.cwnp.com/cwnp_wifi_blog/site-survey-rigs</a></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><a href="http://jenniferhuber.blogspot.com.au/2010/07/oh-rigs-ive-rigged.html">http://jenniferhuber.blogspot.com.au/2010/07/oh-rigs-ive-rigged.html</a></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><a href="http://sc-wifi.com/2011/02/27/new-survey-rig/">http://sc-wifi.com/2011/02/27/new-survey-rig/</a></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>
<div class="MsoNormal" style="font-family: inherit;">
<span style="font-size: small;"><br /></span></div>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com2tag:blogger.com,1999:blog-8244742868095974321.post-53639559321866390422012-03-27T22:33:00.001+08:002012-03-27T22:44:44.885+08:00Spectrum Analysis... disable the WLAN client, right?<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr></tr>
</tbody></table>The traditional recommendation when running PC-based Spectrum Analysis (SpecAn) software is to disable the WLAN client on the machine you are surveying / trouble-shooting with. If you don't disable it you will see the activity from your WLAN client displayed on your SpecAn. Even if your WLAN client is not associated with an AP, you will typically see the probe requests sent by the client looking for WLANs to join. Due to the distance between your SpecAn antenna and your WLAN client antenna(s), this activity will be displayed with a very high signal strength across the band as the WLAN client sends out probe requests, on all default or configured channels.<br />
<br />
Are these probes a problem though? The probes requests represent a relatively small amount of traffic (low duty cycle or channel utilisation) and therefore the measured duty cycle or utilisation of the non-Wi-Fi devices you are trying to find won't be affected to any significant degree. Although Metageek Chanalyzer Pro now reports utilisation instead of duty cycle and they are not exactly the same, I will be using the term <i>utilisation</i> throughout this post for the sake of simplicity. When I am surveying the only non-Wi-Fi interferers I care about are those with a moderate-to-high duty cycle. If a non-Wi-Fi interferer has very minimal impact, it just isn't worth addressing (e.g. - a single Bluetooth device). With that in mind, the low duty cycle probe requests being transmitted by a WLAN client will not make it anymore difficult to identify the moderate-to-high duty cycle non-Wi-Fi interferers that I actually care about.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghFYZuzATV8iL95o_U8HAH0n52F7tZmXT2kjI92wdbeC4o46XkHcHfTuHQdHPqtJOHfq7Vt9QRiKShnbKboDYsb7LYqLJfSWGTtmG0vs8Xqy8_yJyevh3SjjX5eYXqjZ57iTdte_fLueM/s1600/Probes+-+Layer+1%282%29.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="389" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEghFYZuzATV8iL95o_U8HAH0n52F7tZmXT2kjI92wdbeC4o46XkHcHfTuHQdHPqtJOHfq7Vt9QRiKShnbKboDYsb7LYqLJfSWGTtmG0vs8Xqy8_yJyevh3SjjX5eYXqjZ57iTdte_fLueM/s640/Probes+-+Layer+1%282%29.png" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Metageek Chanalyzer Pro showing probes in red. The other activity is from a few nearby rogues and a cordless phone or two.</td></tr>
</tbody></table><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjLty9RNxiFtAb_j9PdwtxrYbZJZdTCGjijF2_AVqVlXzFKoWYy4rh_9gJ2WWrL9iSg13pUA_RkyJXsaNgN6Lgj75zis9VM461-FIx2Q2AqjckfBiFtOZnXNcbi5XT7KJwSo-9aWK8JQiU/s1600/Probes+-+Layer+2%282%29.png" style="margin-left: auto; margin-right: auto;"><img border="0" height="206" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjLty9RNxiFtAb_j9PdwtxrYbZJZdTCGjijF2_AVqVlXzFKoWYy4rh_9gJ2WWrL9iSg13pUA_RkyJXsaNgN6Lgj75zis9VM461-FIx2Q2AqjckfBiFtOZnXNcbi5XT7KJwSo-9aWK8JQiU/s640/Probes+-+Layer+2%282%29.png" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">TamoSoft CommView for WiFi showing some of the probe frames.</td></tr>
</tbody></table><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqBvuE3b_mR9jeLdfgraHL-VzQpgJfpsJIIPzbSgBeHn7egzPElcN05m3UHfnmvjInDpEl-SKwVwX2ofNWHt8QKjhh5HYv76uJ1rfe1Et6vUiVnMYwOnlW45fRBF50SZpIxmzeLf3XzvU/s1600/Video+-+Layer+1%282%29.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="458" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjqBvuE3b_mR9jeLdfgraHL-VzQpgJfpsJIIPzbSgBeHn7egzPElcN05m3UHfnmvjInDpEl-SKwVwX2ofNWHt8QKjhh5HYv76uJ1rfe1Et6vUiVnMYwOnlW45fRBF50SZpIxmzeLf3XzvU/s640/Video+-+Layer+1%282%29.png" width="640" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">A high duty cycle non-Wi-Fi interferer.</td></tr>
</tbody></table>The screenshots above show:<br />
1) The probe requests from the WLAN client as seen in a SpecAn;<br />
2) The probe requests from the WLAN client as seen in a packet sniffer;<br />
3) The introduction of a high duty cycle non-Wi-Fi interferer alongside the probe requests.<br />
<br />
As can be seen in the screenshots, the probe requests have not made it anymore difficult to identify this non-Wi-Fi interferer. Whilst this interferer is very close making it easier to identify, even in a real-world scenario the probe requests make next to no difference as they represent such a small duty cycle. When I perform a spectrum analysis survey I spend the majority of my time looking at the spectral density and duty cycle displayed. I only start to look at the signal strength when I am trying to locate one of these moderate-to-high duty cycle non-Wi-Fi interferers. I feel the best practice of disabling the WLAN client made sense in the past. However Metageek has since bought about the ability to view spectral density making it easier to find the non-Wi-Fi interferers that I actually care about (AirMagnet has since implemented similar functionality) - you shouldn't just be relying on the signatures found in Cisco Spectrum Expert and AirMagnet SpectrumXT!<br />
<br />
In the past I would disable my WLAN client. The problem is that you lose Layer 2 visibility in your SpecAn software - essentially the software will no longer report the SSIDs that it hears which could have aided you in confirming that what you are seeing is in fact an AP. A number of times I have been performing a site survey with the WLAN client disabled and have seen what I suspected was an AP but due to a very low level of traffic it was hard to confirm this assumption. Often this was an AP with no associated clients and therefore the majority of traffic was from beacons being sent by the AP. Such an AP does not have a well defined signature making it harder to identify. Identification is made all the more difficult if the AP is not transmitting on a standard 2.4 GHz channel (1, 6 or 11). <br />
<br />
<b><span style="font-size: large;">Previous Sleuthing</span></b><br />
I now leave my WLAN client enabled, benefit from the Layer 2 visibility and ignore the probes I see. I did however investigate other options. The (awesome!) <a href="http://www.cwnp.com/certifications/cwdp">CWDP book</a> discusses this issue and suggests your WLAN client be put into a <i>listen-only</i> mode. I have never seen a WLAN client driver offer such an option however. After a little pondering, I realised that the key to this lies in RFMon (monitor) mode. RFMon mode is similar to the promiscuous mode that wired NICs are placed in when packet sniffing is performed. There are distinctions between RFMon and promiscuous mode but I won't delve into that here. Essentially, in RFMon mode, the WLAN client will be receiving frames but will not be transmitting them.<br />
<br />
In order to utilise RFMon mode a specific driver must be used and in the case of wireless packet sniffers and site survey software, you most commonly see these drivers from the likes of OmniPeek, Fluke (AirMagnet) and TamoSoft, amongst others. I first tried looking at the <i>advanced driver options</i> of a Linksys AE1000 running a driver from OmniPeek for use with their wireless packet sniffing software. This offers an enticing option which suggested it may put the driver into RFMon mode (unfortunately I don't have the driver installed anymore and can't remember the name of the option). After configuring this option my machine blue screened... yay! After a bit of a play, I managed to get Windows running successfully with the option set. A Spectrum Analysis soon followed but showed that when OmniPeek was not running, RFMon mode was not enabled despite the RFMon-capable driver being installed. Metageek Chanalyzer Pro still showed that the probe requests were being sent.<br />
<br />
In hindsight this seems obvious. If the WLAN client with the OmniPeek driver installed was always running in RFMon mode you could never use it as a standard WLAN client and therefore could not use it to connect to any WLAN (not that an RFMon driver is recommended for standard WLAN use anyway).<br />
<br />
I then moved on to AirMagnet SpectrumXT. To cut a long story short, I found an option in SpectrumXT that allows you to specify an AirMagnet-supported WLAN client for use when running SpectrumXT. AirMagnet has RFMon-capable drivers written for use in with their Survey and WiFi Analyser software. If you use either Survey or WiFi Analyser and also use SpectrumXT you can insert your supported WLAN client (Orinoco 8494 in my case) and configure SpectrumXT to make use of it. Essentially, you now have a Spectrum Analyser that is making use of a WLAN client that is running in RFMon mode. As an added bonus it also allows SpectrumXT to display other Layer 2 information that can aid in your survey / trouble-shooting.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiAY3jWRtKxNZ4yInX20ynJbErEPZbo-4qecVBt53ztiOoErTqmlzWHnFZ8u4qZwcEhRkKqB5a9l8LYZixN7CuNOT74CV-tCvRwCIBAEhdIaoVvQDhq9wFPXSIKpsEVYnQrbVjqmqtQSdY/s1600/Spectrum+Analysis+-+Disable+WLAN,+right.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="231" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiAY3jWRtKxNZ4yInX20ynJbErEPZbo-4qecVBt53ztiOoErTqmlzWHnFZ8u4qZwcEhRkKqB5a9l8LYZixN7CuNOT74CV-tCvRwCIBAEhdIaoVvQDhq9wFPXSIKpsEVYnQrbVjqmqtQSdY/s400/Spectrum+Analysis+-+Disable+WLAN,+right.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">Available under the 'Configure | Driver' menu. The 'driver' tab only appears when you have a supported adapter inserted.</td></tr>
</tbody></table><br />
As far as I can see, this is not possible when running Cisco Spectrum Expert or Metageek Chanalyzer Pro. This would require both of these SpecAn's to support particular WLAN clients and place them in RFMon mode. Whilst I felt this unlikely when I originally wrote the bulk of this blog post several months ago, Metageek has since released their own take on Layer 2 analysis in the form of Eye P.A. It now seems much more likely that Metageek may release some RFMon drivers or utilise the RFMon capabilities supported by Windows 7 for use in Eye P.A. which may allow their use in Chanalyzer Pro. Hopefully the former, as experience with RFMon in Windows 7 has shown it is quite bug-ridden.<br />
<br />
<b><span style="font-size: large;">Conclusion</span></b><br />
Does it actually matter if Metageek (or Cisco for that matter) support RFMon-capable adapters in their SpecAn's? Based on my conclusion above, no, not really. I am happy to ignore this best practice whilst benefiting from the increased Layer 2 visibility and ignore the non-event that are the WLAN clients probes.Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com3tag:blogger.com,1999:blog-8244742868095974321.post-26372682172949873462011-12-14T11:18:00.002+08:002012-01-10T21:33:01.958+08:00Why not to use EAP-FAST: Part One<div class="MsoNormal"><br />
Recently I recommended against the EAP-FAST authentication protocol whilst writing a WLAN design and instead recommended that either EAP-TLS or PEAPv0 (EAP-MSCHAPv2) be used. There were a number of reasons for this recommendation and in this short post I will discuss the first reason - the lack of WLAN chipset support. </div><div class="MsoNormal"><br />
</div><div class="MsoNormal">For the uninitiated, EAP-FAST is Cisco's answer to the <a href="http://www.willhackforsushi.com/Asleap.html"><i>cracked-back-in-'03</i></a> LEAP authentication protocol. LEAP was also courtesy of Cisco. EAP-FAST was Cisco-proprietary, became an IETF draft in 2004 and then err, a non-draft fully fledged, fair dinkum <a href="https://tools.ietf.org/rfc/rfc4851.txt">IETF RFC</a> in 2007. </div><div class="MsoNormal"><br />
</div><div class="MsoNormal">Few WLAN chipsets supported EAP-FAST initially but since 2009 it been added to the <a href="http://www.wi-fi.org/news_articles.php?f=media_news&news_id=817">Wi-Fi Alliance certification program</a>.<br />
<br />
<i><b>Edit (10th Jan 2012):</b> Whilst the numbers below were correct as of November 2011 comments about these figures have made me realise that my methodology was flawed. Whilst I mention below that EAP-FAST has only had since 2009 to be included in the Wi-Fi Alliance certified client listings, I didn't take into account clients that supported EAP-FAST, prior to the Wi-Fi Alliance certification. I doubt even Cisco has an accurate idea of how many clients this includes. In addition, clients that did not originally support EAP-FAST may have since received support via a driver update.</i><br />
<br />
<i>Whilst the numbers may not represent the true extent of EAP-FAST support, my experience has been that fewer clients support EAP-FAST, particularly non-laptop based Wi-Fi devices..Whilst laptop-based driver updates may be available for some clients, driver management in most enterprises is almost non-existent so updating a large enterprise for support of a new authentication protocol would typically not be a light undertaking. This does not even touch on the work required to update devices such as phones, barcode scanners, medical equipment, etc.</i><br />
<br />
<i>Although accurate numbers may be difficult to determine when it comes to EAP-FAST client support, unless you can be sure that the vast majority of your EAP-capable clients do in fact support EAP-FAST I would suggest looking towards PEAP or EAP-TLS in most cases. Part two of this post will document other factors that weigh in when considering an EAP-FAST implementation.</i><br />
<br />
<strike>Of the current ~10,000 Wi-Fi Alliance certified WLAN products, ~1,300 support EAP-FAST. By contrast, PEAPv0 is supported by ~4400 products and EAP-TLS by ~5400. Keep in mind that these figures include both enterprise and SOHO products and generally SOHO gear does not support any<span lang="EN-AU"> flavour</span> of EAP. </strike></div><div class="MsoNormal"></div><div class="MsoNormal"><strike>So of the three most popular<span lang="EN-AU"> flavours</span> of EAP, the break-down is, as of November 2011:</strike></div><ul><li><strike>EAP-TLS : ~54% of Wi-Fi Alliance certified products support it</strike></li>
<li><strike>PEAPv0 (EAP-MSCHAPv2) : ~44% of Wi-Fi Alliance certified products support it</strike></li>
<li><strike>EAP-FAST : ~13% of Wi-Fi Alliance certified products support it</strike></li>
</ul><div class="MsoNormal"><br />
</div><div class="MsoNormal"><strike>The number of devices supporting EAP-FAST has been steadily growing but it is still far behind EAP-TLS and PEAPv0. To be fair, EAP-FAST has only had since 2009 as far as Wi-Fi Alliance certification goes whilst EAP-TLS and PEAPv0 certification from the Wi-Fi Alliance has been occurring for much longer. For the time being however, deploying EAP-FAST today means that you may be stuck using (if you're lucky) WPA2-Personal (Pre-shared Key) on some of your managed devices which is far from desirable when alternatives exist.</strike></div>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-31631002665557725002011-12-08T12:54:00.043+08:002011-12-08T13:32:05.218+08:00Cisco Mesh - Ethernet VLAN taggingThe following documents the steps required to get Ethernet VLAN tagging working in a Cisco mesh deployment. This allows you to hang either a single wired client or a switch off of a MAP and allow it to communicate with the rest of the network, via the mesh. This is essentially the mesh-based equivalent of a work-group bridge. The configuration documented below is for connection of a switch to the MAP.<br />
<br />
The <a href="http://www.cisco.com/en/US/docs/wireless/technology/mesh/7.0MR1/design/guide/MeshAP_70MR1.html#wp2449412">Cisco documentation</a> for this configuration is ridiculously confusing, contradictory and contains numerous mistakes so much of the following was determined by nutting it out. As such, there may be modifications to the configuration below that also work, depending on requirements but the following has been tested and deployed. There is a BugID for the poor state of the documentation - 'nuff said!<br />
<br />
<b><span style="font-size: large;">Assumptions</span></b><br />
<ul><li>You have a working knowledge of Cisco mesh deployments</li>
<li>Having read through the Cisco documentation on Ethernet VLAN tagging and banged your head against the wall may also help</li>
<li>The following configuration is based on this example topology</li>
<ul style="font-family: "Courier New",Courier,monospace;"><li>[ACCESS-LAYER SWITCH] --> [MAP] --> [MAP] --> [RAP] --> [CORE SWITCH]</li>
</ul></ul><br />
<ul><ul style="font-family: "Courier New",Courier,monospace;"></ul></ul><b><span style="font-size: large;">Configuration</span></b><br />
<br />
<b>VLAN Transparent</b><br />
<ul><li>Disable the global parameter <b>VLAN Transparent</b></li>
<ul style="font-family: "Courier New",Courier,monospace;"><li>WLC GUI --> WIRELESS --> Mesh --> Un-tick 'VLAN Transparent'</li>
</ul></ul><br />
<b>Ethernet Bridging</b><br />
<ul><li>Enable <b>Ethernet Bridging</b> on <b>ALL</b> RAPs and MAPs in the mesh network</li>
<ul><li>If Ethernet Bridging is not enabled on all MAPs and RAPs and the MAP changes its backhaul path through the network, the MAPs and RAPs in the new path may not be able to dynamically create the required VLANs / sub-interfaces on their radio interfaces</li>
</ul></ul><ul><li style="font-family: "Courier New",Courier,monospace;">WLC GUI --> WIRELESS --> Access Points --> All APs --> <ap-hostname> --> Mesh -> Tick 'Ethernet Bridging'</li>
<li>Depending on the number of APs, a quicker way may be to use the WLC CLI command:</li>
<ul><li> <span style="font-family: "Courier New",Courier,monospace;">config ap bridging enable <ap-hostname></span></li>
</ul></ul><br />
<b>RAP Wired Ethernet Interface (Configured on the WLC)</b><br />
<ul><li>If not already set, configure <b>ALL</b> RAPs wired Ethernet interfaces (usually GigabitEthernet0 or GigabitEthernet3) to <b>Normal</b> Mode. This is the default so they probably won't need to be changed </li>
<li>Contradictions exist in Cisco documentation as to whether <b>Trunk</b> or <b>Normal</b> mode is required. Both work but changing from Normal to Trunk produces a warning that indicates the change hasn't taken place so in effect, the port is still set to Normal, despite being set to Trunk</li>
<li>The RAP does actually trunk traffic to the switch but the VLANs / sub-interfaces on the <b>GigabitEthernetX</b> wired Ethernet interface are created automatically using a VLAN registration mechanism.</li>
<li style="font-family: "Courier New",Courier,monospace;">WLC GUI --> WIRELESS --> Access Points --> All APs --> <rap-hostname> --> Mesh --> <GigabitEthernetX> --> Mode --> Normal</li>
</ul><br />
<b>RAP Wired Switchport Interface (Configured on the switch)</b><br />
<ul><li>The switchport(s) on the <span style="font-family: "Courier New",Courier,monospace;">[CORE SWITCH]</span> that the RAP(s) wired Ethernet interface connects to must be configured as a trunkport.</li>
<li>In the switchport configuration example below:</li>
<ul><li>VLAN 100 is the Native VLAN and the VLAN that the RAPs and MAPs management IP resides in</li>
<li>VLAN 200 is the Management VLAN used by the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH](es)</span> attached to the MAPs</li>
<li>VLAN 300 is the User-access VLAN used by wired clients that connect to the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span>. Multiple User-access VLANs may be used, if required</li>
</ul></ul><ul><li>Example switchport configuration:</li>
<ul style="font-family: "Courier New",Courier,monospace;"><li>interface GigabitEthernet0/1</li>
<li> description *** Connection to RAP01 ***</li>
<li> switchport trunk encapsulation dot1q</li>
<li> switchport trunk native vlan 100</li>
<li> switchport trunk allowed vlan 100,200,300</li>
<li> switchport mode trunk</li>
</ul></ul><ul><li>Assuming the <span style="font-family: "Courier New",Courier,monospace;">[CORE SWITCH]</span> is the appropriate layer 3 point in the network, SVIs for all three VLANs should be created</li>
</ul><br />
<b>MAP Wired Ethernet Interface (Configured on the WLC)</b><br />
<ul><li>Only the MAP(s) that have an <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> connected to them require VLANs configured. All of the other MAPs that act as backhauls for the MAP(s) connected to the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> will automatically pass the VLAN-tagged packets through their radio interfaces.</li>
<li>Configure the MAP(s) that have an <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> connected, by configuring the wired Ethernet interface (usually GigabitEthernet0).</li>
<li>Configure the same native VLAN and additional VLAN IDs as that configured in the <b>RAP Wired Switchport Interface</b> section above</li>
<li>These additional VLANs are:</li>
<ul><li>Management VLAN used by the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> that attaches to the MAPs</li>
<li>User-access VLAN used by wired clients that connect to the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span></li>
</ul></ul><ul style="font-family: "Courier New",Courier,monospace;"><li>WLC GUI --> WIRELESS --> Access Points --> All APs --> <map-hostname> --> Mesh --> <GigabitEthernetX> --> Mode --> Trunk</li>
<li>WLC GUI --> WIRELESS --> Access Points --> All APs --> <map-hostname> --> Mesh --> <GigabitEthernetX> --> Mode --> Native VLAN Id --> <VLAN100></li>
<li>WLC GUI --> WIRELESS --> Access Points --> All APs --> <map-hostname> --> Mesh --> <GigabitEthernetX> --> Mode --> Trunk VLAN Id --> <VLAN200></li>
<li>WLC GUI --> WIRELESS --> Access Points --> All APs --> <map-hostname> --> Mesh --> <GigabitEthernetX> --> Mode --> Trunk VLAN Id --> <VLAN300></li>
</ul><ul style="font-family: "Courier New",Courier,monospace;"></ul><br />
<b>MAP Wired Switchport Interface (Configured on the switch)</b><br />
<ul><li>The switchport(s) on the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> that the MAP(s) wired Ethernet interface connects to must be configured as a trunkport.</li>
<li>In the switchport configuration example below:</li>
<ul><li>VLAN 100 is the native VLAN and the VLAN that the RAPs and MAPs management IP resides in</li>
<li>VLAN 200 is the Management VLAN used by the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> currently being configured</li>
<li>VLAN 300 is the VLAN used by wired clients that connect to the <span style="font-family: "Courier New",Courier,monospace;">[ACCESS-LAYER SWITCH]</span> currently being configured</li>
</ul></ul><ul><li>Example switchport configuration:</li>
<ul style="font-family: "Courier New",Courier,monospace;"><li>interface GigabitEthernet0/48</li>
<li> description *** Connection to MAP01 ***</li>
<li> switchport trunk native vlan 100</li>
<li> switchport trunk allowed vlan 100,200,300</li>
<li> switchport mode trunk</li>
</ul></ul><ul><li>An SVI & default gateway for management of the [ACCESS-LAYER SWITCH] should also be configured:</li>
<ul style="font-family: "Courier New",Courier,monospace;"><li>interface Vlan200</li>
<li> description ***** [ACCESS-LAYER SWITCH] Management *****</li>
<li> ip address 192.168.1.10 255.255.255.0</li>
</ul></ul><div style="font-family: "Courier New",Courier,monospace;"></div><ul style="font-family: "Courier New",Courier,monospace;"><ul><li>ip default-gateway 192.168.1.1</li>
</ul></ul><ul><li>It is recommended that VTP is set to transparent on this switch</li>
</ul><br />
<span style="font-size: large;"><b>EOF... almost</b> </span><br />
Cisco Mesh Ethernet VLAN Tagging configuration - what could be simpler? :|<br />
<ul></ul>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com7tag:blogger.com,1999:blog-8244742868095974321.post-42238119730317345352011-12-01T22:33:00.003+08:002011-12-03T12:34:36.832+08:00Bad Wi-Fi Never DiesI am currently in hospital because well, you know, needles are fun and I am sadistic. After going nuts without any mental stimulation all day I finally got a hold of my laptop and was curious to check out the WLAN environment.<br />
<br />
Up until now all I could tell was that Cisco 1130 APs are used. The AP density seems to be overly high but without knowing whether some are used for security or location (monitor mode) it is hard to sure. I lost track of those APs with a blue ring after being moved down countless corridors ;).<br />
<br />
I am in the bowel of a large hospital and I can't see many APs but despite this I have noticed a number of issues from the small sample size (5 APs). The low AP count is likely to stem from the fact that the hospital was built in the 1850s and therefore the walls are as thick as one would expect - top quality craftsmanship from the convicts!. The particular walls of my room are no doubt newer but this stuff ain't no drywall! Oh, this floor or section of the floor clearly has no APs deployed either.<br />
<br />
<b><span style="font-size: large;">Five APs and five Wi-Fi sins</span></b><br />
<ul><li>2 x APs on adjacent channels (channels 2 and 8 in this case);</li>
<li>1 x AP using a 40 MHz channel at 2.4 GHz;</li>
<li>2 x APs running WEP;</li>
<li>1 x AP running WPA using the TKIP cipher (WPA w/TKIP still hasn't been cracked in any useful way so this may not be a massive issue but WPA2 w/AES is preferred);</li>
<li>50% of packets transmitted at 802.11b rates (lower than I usually see but far from fantastic).</li>
</ul>Interestingly, there are some 802.11b-only devices (bad) but they are probing for WLANs at 11 Mbps. This is a good thing assuming the lower 802.11b data rates have been disabled on the WLAN they are trying to connect to. If you must support 802.11b-only clients, just supporting 11 Mbps is recommended assuming cell coverage allows for it. The MAC OUI vendor of the clients originating these probes is <i>Abbott Labs HPD</i> and a quick search confirms that Abbott Laboratories is a <strike><markting spiel removed></strike> health care company. This makes sense as hospitals are one of the remaining places that you may still find 802.11b-only clients as Wi-Fi equipped medical equipment will generally have a longer usable life than your average laptop. Likewise, WEP and WPA-TKIP may be supported as these 802.11b devices are unlikely to support WPA2 with AES. If you must run WEP still, Dynamic WEP is preferred (if available) along with MAC filtering and one of the few times SSID hiding is recommended. A separate tightly ACLed subnet would be good too. Multiple layers to the onion, no matter how easy to peel ;)<br />
<br />
Even though the particular area I am currently in only has a small amount of Wi-Fi activity, many bad practices can be seen with a dash of best practice thrown in. Oh, one last thing - according to the nurse I hit up, Vocera badges don't recognise Irish accents very well and there are an influx of them in Perth at the moment (Irish people; not Vocera badges :)). Something to do with the Western Australian mining boom and Ireland in the hole, one suspects ;)Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-30586117807837060602011-11-27T13:52:00.000+08:002011-11-27T13:52:25.691+08:00High Channel Utilisation: Part OneThis is part one in a gripping two part series!<br />
<br />
Yesterday I was performing a WLAN audit for a client. As part of this audit, I noticed that APs were reporting a high level of channel utilisation whilst the Tx and Rx utilisation was either very low (<5%) or in most cases 0%. Most of the APs I looked at had 0 clients associated which explains the Tx and Rx utilisation of 0%. The channel utilisation generally ranged from 20% to 60% and in the case of one AP, was 92% with 0 clients associated. In the case of the 92% utilised AP, this means that 92% of the airtime is unavailable <b>before a single client even associates</b>. This directly correlates to how much bandwidth is available for clients once they do associate. If I associated a client to this AP and ran iperf, instead of the ~20 Mbps of real throughput at a 54 Mbps data rate, I would achieve a maximum of a few Mbps. The most common cause of this high utilisation is an excessive number of low data rate frames - almost always 1 Mbps frames. This was suspected but I passed through the motions to determine the cause.<br />
<br />
Spectrum Analysis was performed to rule out any Layer 1 (non-Wi-Fi) interference. The spectral density view in <a href="http://www.metageek.net/products/chanalyzer-pro/">Metageek's Channelyzer Pro</a> showed three clearly defined 802.11 channels but nothing else of significance. The integrated spectrum analysis functionality in the Cisco CleanAir APs was also checked and showed the usual low duty cycle interferers (Bluetooth and DECT phones) but nothing to accountant for such high channel utilisation.<br />
<br />
Next, layer 2 analysis was performed by way of packet sniffing. It was immediately obvious that the excessive 1 Mbps frame hypothesis was correct. These frames accounted for between 70% and 80% of all frames. There are a number of factors that can contribute to an excessive number of 1 Mbps frames:<br />
<br />
<b>1 Mbps frames allowed on the WLAN</b><br />
Obviously enabling low data rates such as 1 Mbps on the WLAN will account for some of the frames seen. A frame transmitted at 1 Mbps takes significantly longer than even the slowest 802.11g frame (6 Mbps) and therefore many 1 Mbps frames can take up a significant portion of available airtime. Common management frames such as beacons, probe requests and probe responses are sent at the lowest configured manatory data rate (1 Mbps in this case). These frames are sent even with no clients associated to the AP. In addition because 1 Mbps is an 802.11b data rate, a protection mechanism such as RTS/CTS or CTS-to-Self is needed to allow 802.11b clients and APs to interoperate with 802.11g clients and APs. RTS/CTS results in around a 30% to 40% reduction in throughput and this does not include the reduction in throughput caused by the actual 1 Mbps data frames. RTS and CTS frames are usually also transmitted at the lowest mandatory data rate.<br />
<br />
All 802.11b data rates were enabled on this clients’ WLAN, which includes the 1 Mbps data rate. This accounts for some of the 1 Mbps frames seen but it was not the largest contributing factor. <br />
<br />
<b>Excessive co-channel interference (CCI) caused by a high density of APs within the WLAN</b><br />
The higher the density of APs within the WLAN, the more beacons, probes and control frames (RTS and CTS) will be transmitted within the environment. As detailed above, these frames are typically transmitted at the lowest mandatory data rate.<br />
<br />
The AP density of this clients’ WLAN was low and although CCI at 2.4 GHz is usually present to some degree in most WLANs, it wasn't a major contributing factor in this case due to the low AP density.<br />
<br />
<b>Number of SSIDs broadcast by the WLAN</b><br />
The more SSIDs supported by the WLAN, the more management frames will be transmitted (beacons, probes, etc) to support these additional SSIDs. A maximum of four to six SSIDs per WLAN is typically recommended. 1 Mbps data rate support exacerbates this problem significantly. Hiding the SSID does not help.<br />
<br />
This was not a contributing factor as the client is currently only supporting a single SSID.<br />
<br />
<b>Rogue APs within the businesses premises</b><br />
SOHO APs are often brought in by employees or purchased by departments within the organisation without the knowledge of the IT department. Employee's using smart-phone tethering is becoming increasingly common also. Essentially this turns the smart-phone into a Wi-Fi hot-spot. These APs almost always support the 1 Mbps data rate.<br />
<br />
This was a small contributing factor in the case of this client.<br />
<br />
<b>Rogue APs outside the businesses premises </b><br />
Essentially a neighbouring businesses’ poorly designed or maintained WLAN can affect your WLAN. In this context, the definition of <i>poorly designed or maintained</i> is <b>support for 802.11b / 1 Mbps data rates</b>. Very few WLANs in late 2011 should support 802.11b and 1 Mbps data rates but unfortunately many still do. Within a WLAN context, these businesses are often referred to as <b>bad neighbours</b>.<br />
<br />
This was the major cause of high channel utilisation in the case of this client.Further details of this can be found in part two detailed at the end of this post.<br />
<br />
<b><span style="font-size: large;">Solutions</span></b><br />
There are a number of changes that can be made to help mitigate the low data rate problem.<br />
<br />
<b>1 Mbps frames allowed on the WLAN</b><br />
Where possible, disabled 802.11b entirely which will drop support for 1 Mbps, 2 Mbps, 5.5 Mbps and 11 Mbps data rates. However there may be cases where you have to continue supporting 802.11b. I can see two such scenarios.<br />
<ol><li>You have a significant 802.11b-only client-base. For example, if 10 of your 1000 laptops are 802.11b-only, drop support and if they really require WLAN access, provide them with a PCMCIA or USB 802.11a/g/n WLAN client. If however, 300 of your 1000 laptops are 802.11b-only, you will likely need to maintain support. This is particularly uncommon as of late 2011 or late 2008 for that matter!</li>
<li>You have some very expensive 802.11b clients. For example, you have 10 pieces of 802.11b-only medical equipment but each piece of kit costs six-to-seven figures.</li>
</ol>If 802.11b cannot be disabled entirely, consider disabling 1 Mbps, 2 Mbps and 5.5 Mbps data rates so that you are left with only 11 Mbps in addition to your 802.11g data rates.<br />
<br />
<b>Excessive co-channel interference (CCI) caused by a high density of APs within the WLAN</b><br />
One option is to re-survey and reposition your APs to lower the density although this is unlikely to be feasible in most cases. A better option is to consider disabling the 2.4 GHz radio on dual-band APs or entirely removing single-band APs.<br />
<br />
<b>Number of SSIDs broadcast by the WLAN</b><br />
Consolidate your SSIDs to ensure a maximum of four to six. Dynamic VLAN allocation can help with this.<br />
<br />
<b>Rogue APs within the businesses premises</b><br />
Locate and either remove or disable rogue APs. <a href="http://phasedcoexistence.blogspot.com/2011/10/rogue-ap-classification.html">I have previously posted</a> about how to narrow down which Rogue's are within the businesses premises, when running Cisco kit.<br />
<br />
<b>Rogue APs outside the businesses premises</b><br />
It is typically stated that you have little control over bad neighbours however this discounts the usefulness of social engineering. If the neighbouring businesses WLAN is compliant with the Australian <i>Radiocommunications (Low Interference Potential Devices) Class License 2000</i> or your countries equivalent then your best option is a little social engineering. You may have some luck approaching either the relevant technical contact responsible for the WLAN or otherwise you might need to speak with the big cheese. Explaining that 802.11b support is hurting not only your but also their WLAN is recommended. They may have a legitimate use for 1 Mbps data rates but this is rare as of late 2011. This approach is useful when you only have one or two bad neighbours. My client however has a large building in the middle of the Perth CBD. The layer 2 analysis revealed a large number of 802.11b-supporting bad neighbours and approaching all of them is unlikely to be feasible. The worst of these bad neighbours is actually a well-known municipal Wi-Fi implementation in the Perth CDB which will be detailed in part two.<br />
<br />
<b><span style="font-size: large;">EOF... almost</span></b><br />
There are many causes of high channel utilisation and most have relatively easy solutions. The one over which you have minimal control is that of rogue APs outside the businesses premises. One particular bad neighbour is having a severe impact on my clients WLAN and this will be detailed in the gripping conclusion to this two part series!Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com4tag:blogger.com,1999:blog-8244742868095974321.post-51575436277797403802011-11-17T21:36:00.001+08:002011-11-17T21:38:17.075+08:00Cisco WCS HA and WCS Navigator HAA few gotcha's I have noticed regarding WCS High Availability and WCS Navigator High Availability, in no particular order.<br />
<br />
<b><span style="font-size: large;">WCS</span></b><br />
<ul><li>During installation, you specify that the instance of WCS you are installing is the primary.</li>
</ul><ul><li>Likewise, you specify the secondary WCS instance during installation on the second box / VM or blade.</li>
</ul><ul><li>You cannot browse to the secondary WCS web interface until you have failed-over to it. In other words, during normal operation, you cannot browse to the secondary instance.</li>
</ul><ul><li>You can however browse to the <i>WCS Health Monitor</i> on the default port of 8082 on the secondary WCS, even when the primary WCS is active (non-failover state) - e.g. <span style="font-family: "Courier New",Courier,monospace;">https://wcs02.deadbeef.com.au:8082/</span></li>
</ul><ul><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjYBLHMFxCpHdf9ixvk_3RmvaK-wP4v8NSIVv94aH3mc8PgDTyCcPVbNzwy4buPlonWc69eObR-KoDAh91Yi3GGZSuRUbkayGAZTeFhr8O5yLpCAGY2oUXrv7nhvhaL_NaeRgF41rhSbaE/s1600/wcs.PNG" imageanchor="1" style="clear: right; float: right; margin-bottom: 1em; margin-left: 1em;"><img border="0" height="133" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEjYBLHMFxCpHdf9ixvk_3RmvaK-wP4v8NSIVv94aH3mc8PgDTyCcPVbNzwy4buPlonWc69eObR-KoDAh91Yi3GGZSuRUbkayGAZTeFhr8O5yLpCAGY2oUXrv7nhvhaL_NaeRgF41rhSbaE/s320/wcs.PNG" width="320" /></a>
<li>The WCS v7 configuration guide states that you must purchase a HA license. This is not required if you are using the Enterprise version of WCS. If you buy WCS with a 1000 AP (or greater) license, you are using the Enterprise license and so automatically get the HA capability.</li>
</ul><ul><li>Consequently, only a single WCS Enterprise license is required for HA - you do not have to split your license in two (e.g., a 1000 x AP license can remain that way and does not need to be split into 2 x 500 AP licenses).</li>
</ul><ul><li>In Windows, you cannot test failover by using the GUI tool to shutdown the primary instance. You either need to use the CLI command "nmsadmin.bat -switchover stop" or simulate it through more realistic means (shutdown the primary WCS, yank the cable or shutdown the switchport, etc). Personally I prefer a <i>closer-to-the-real-world</i> test by shutting down the server or switchport but the CLI command method is useful if these methods are not practical. More details at <a href="http://www.cisco.com/en/US/docs/wireless/wcs/7.0/configuration/guide/7_0main.html#wp1072955">http://www.cisco.com/en/US/docs/wireless/wcs/7.0/configuration/guide/7_0main.html#wp1072955</a>.</li>
</ul><ul><li>One secondary WCS instance can provide HA for multiple primary WCS instances. This point does not seem to be particularly well-known. The box / VM or blade providing your secondary HA instance may need to be beefier than the primary WCS boxes if you want to allow for multiple primary failover's. That is, two primary's requiring 4 GB of RAM each may need 8 GB in the secondary in the case of both primary's failing.</li>
</ul><ul><li>You must either manually point (your browser) to the secondary in a failover scenario, employ some DNS redirection tricks or similar redirection bizness.</li>
</ul><ul><li>When you first log in to the WCS Health Monitor, the <i>authentication key</i> requested as your login credential is not the key you have specified during HA configuration but in fact the root password for WCS. Later you can use the key to login.</li>
</ul><ul><li>Do not have the WCS directory or WCS log files open when testing failover. This will prevent failover from... failing over, presumably due to database file access issues. This is stated in the doco but is easy to forget when trouble-shooting. Ironically, I had log files open to troubleshoot a separate failover issue, which caused this (second) failover issue. Doh!</li>
</ul><br />
<b><span style="font-size: large;">WCS Navigator</span></b><br />
<ul><li>WCS Navigator is not available in a HA configuration. I don't see this as a major issue as it is really just a WNMS of WNMS's. Your WLCs and WCS instances will not be affected if Navigator goes down.</li>
</ul><ul><li>In the case of a WCS failover from primary to secondary, the WCS v7 configuration guide states that <i>Any Navigators in the network start monitoring the secondary WCS</i> - this is not the case. WCS Navigator does not support WCS HA. In a failover scenario, the primary WCS is shown as down and WCS Navigator has no knowledge of the secondary WCS. If you add the secondary WCS to Navigator, it shows as a completely separate WCS instance and therefore it appears that you have double the number of WLCs and APs. Apparently a feature request is in.</li>
</ul>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-52224228283210215492011-11-03T21:50:00.012+08:002011-11-17T20:47:17.753+08:00Cisco 3602i and Cisco 3602e APs<i><b>Edit (6th Nov 2011):</b> Cisco has officially announced the 3600 series APs - the <a href="http://www.cisco.com/en/US/prod/collateral/wireless/ps5678/ps11983/data_sheet_c78-686782.html">data sheet</a> is pretty much identical to that detailed below. In addition a few more details of <a href="http://www.cisco.com/en/US/prod/collateral/wireless/ps5678/ps11983/at_a_glance_c45-691984.pdf">ClientLink 2.0 are available</a> as is a <a href="http://www.cisco.com/en/US/prod/collateral/wireless/ps5678/ps11983/white_paper_c11-688713.html">white paper discussing the 3600 series</a>.</i><br />
<br />
<i><a href="http://www.cisco.com/en/US/prod/collateral/wireless/ps7183/ps469/at_a_glance_c45-513837.pdf">This PDF shows</a> that the antennas to be used on the 3602e are dual-band as speculated below. Ironically the gain on the external antennas for the 3602e are slightly lower than the internals at 5 GHz and equal at 2.4 GHz - still you might require the 3602e for ruggedised deployments or of course, other antennas.</i><br />
<br />
<i><b>Edit (17th Nov 2011):</b> Cheers to Marcus Burton for correcting me regarding dual-band antennas.That is, no antenna magic </i><i>is needed for an antenna to utilise two frequencies simultaneously..</i><br />
<br />
For the last few months there has been murmurs in the WiFi-Nerd... err, underground... yer, let's go with that, regarding the pending release of Cisco's new 3600 series access points. These APs have not been officially announced on the Cisco website as yet but 900-odd Google results for the model numbers, mostly from retailers, must mean they are no longer under NDA. In fact, the 3600 series was listed on Cisco's website however they have pulled the details but you know... this is the Internet's and ahh, <a href="https://webcache.googleusercontent.com/search?q=cache:aXJDSu-6LgoJ:www.cisco.com/en/US/prod/collateral/wireless/ps5678/ps11983/data_sheet_c78-686782.html">Google cache exists</a>. A few months ago, waking up in the middle of the night, thinking about wireless as I often do, I speculated that the soon to be released WLC code 7.2 would likely coincide with the 3600 series being released. Well 7.2 has not been released but the 3600 series data sheet lists it as required. Instead we have the recently released <a href="http://phasedcoexistence.blogspot.com/2011/10/cisco-wlc-702200-and-wcs-702200.html">WLC code 7.0.220.0</a>. There was no mention in the release notes of 3600 series support however. Google cache again to the rescue; this time for a "no longer listed on cisco.com" <a href="https://webcache.googleusercontent.com/search?q=cache:AEJfK9DhAs4J:www.cisco.com/en/US/docs/wireless/controller/release/notes/crn7_1_91_0.html.">7.1.91.0 WLC code release</a>. The release notes mention that this release is a restricted limited lifetime release specifically for the 3600 series. The rest of the details are uneventful and in-line with the 7.0.220.0 more or less. Finally, a snazzy photo exists on this <a href="https://www.ingrammicro.de/his_cf/attachments/47101_Cisco%20Aironet%203600.pdf">Ingram Micro hosted PDF</a> data sheet.<br />
<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBOyEHSuaBO4Ak09pENRhWcnImj9lPp5FMNA81OienkUIsT2919UAerC8mj-rnyQ78ygFhgs3mWugWU8m9p-Q564wo1aeWTJF5it6wpbhEAzWIIbyFZwaLkQzjcvisx9zdZY3dFPaN6sQ/s1600/Cisco+3602e.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="309" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiBOyEHSuaBO4Ak09pENRhWcnImj9lPp5FMNA81OienkUIsT2919UAerC8mj-rnyQ78ygFhgs3mWugWU8m9p-Q564wo1aeWTJF5it6wpbhEAzWIIbyFZwaLkQzjcvisx9zdZY3dFPaN6sQ/s320/Cisco+3602e.png" width="320" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The Cisco 3602e. Now featuring less antennas!</td></tr>
</tbody></table><br />
<br />
Initially, I had heard that this AP would support four MIMO streams. I thought this was logical considering Cisco is late to the game with their 'better-than-two-stream' offering. Sure, you're almost 12 months behind the earliest three-stream enterprise offerings, but you'll jump straight to four MIMO streams... kind of like <a href="http://www.theonion.com/articles/fuck-everything-were-doing-five-blades,11056/">Gillette's five-blade razor</a>. However, since hearing this news I began to doubt that this AP would support four streams. Specifically, speculation from Cisco and Aerohive that enterprise vendors may skip four streams and jump straight to 802.11ac, though this really only makes sense if 802.11ac arrives on-time which is unlikely, given the history. 802.11ac delays aside, another issue with a four stream AP arriving now is the lack of client support; specifically there are none. Lastly, the Wi-Fi Alliance does not have a certification program to test four stream APs or clients.<br />
<br />
So, a Cisco four stream in 2011 seemed unlikely... and the data sheet indicates exactly that. The 3600 series supports three streams - 4x4:3 but three streams none-the-less. An "in-no particular-order", "assuming the data sheet is accurate" list of my 3600 musings:<br />
<br />
<b>4x4:3:</b> I imagine the reason I had been told four-streams was because of some confusion originating from the 4x4 nature of the AP. 4x4:3 means that the AP has four transmit antennas, four receive antennas but only supports three spatial streams. Keeping in mind, this is per band. More correctly, radio chains instead of antennas but antennas are easier to picture so we'll stick with that! So if you are only transmitting or receiving a maximum of three streams concurrently, what are the fourth antennas for? The extra antennas are used in 802.11n MIMO devices for similar reasons to those used in 802.11a/g devices - diversity and in the case of 802.11n, some particularly advanced diversity techniques. Space Time Block Coding (STBC), Cyclic Shift Diversity (CSD), Transmit Beam-forming (TxBF), Maximal Ratio Combining (MRC) are all 802.11n techniques which help to increase the signal strength or reliability available to the client or AP which can result in increased link reliability and throughput. Both the 3500 and 3600 series of APs support CSD, TxBF and MRC however the 3600 series now supports TxBF for a larger range of clients, detailed below. So 4x4:3 gives us three streams (450 Mbps maximum data rate) but with the benefit of 4x4. For reference, the 3500 series does 2x3:2.<b> </b><br />
<br />
<b>Three spatial streams: </b>Three streams with 40 MHz channels and a 400ns Guard Interval tops out at 450 Mbps. One of the major advantages of three streams is the ability to move back to 20 MHz channels at 5 GHz whilst still achieving a maximum data rate of 216 Mbps. Not quite the 300 Mbps afforded by using 40 MHz channels but much better than the 144 Mbps from 20 MHz channels. These extra channels are particularly important in Australia where we currently only have access to six 40 MHz channels and potentially four, if radar starts causing you significant grief. Whilst there aren't many three-stream clients available, your APs are going to be in place for several years at which point there will hopefully be a significant portion of three-stream enabled laptops - I doubt we'll ever see a three or four stream smart-phone on the other hand. 450 meg clients, where art thou!<br />
<br />
<b>ClinkLink 2.0:</b> Cisco's beefed up transmit beam-forming (TxBF) offering. For reference, the 3500 series (amongst others) offers TxBF in the form of ClinkLink (1.0). A few weeks back, I was pondering why Cisco only offered ClientLink to legacy (802.11a/g) clients. I thought that 802.11n single-stream devices (smart-phones, tablets, etc) could benefit greatly from beam-forming - these are precisely the sorts of devices that could see a benefit from a few extra dB due to their generally weak receive sensitivity. To support two or three stream clients though you need an extra antenna and the 3500 series only does 2x3:3 (two transmit antennas) and therefore does not have a spare transmit antenna free when servicing a two stream client. This is where the 4x4:3 comes in handy - that fourth transmit antenna can be used to provide beam-forming to one, two and three-stream 802.11n clients. So now we have TxBF for legacy, one, two and three stream 802.11n clients. Hopefully ClientLink 2.0 implements some antenna beam-forming action over the ClientLink 1.0 on-chip beam-forming where marginal gains were, at least originally, achieved. Count-down to a <a href="http://www.theruckusroom.net/2010/12/beamforming-in-all-its-glory.html">Ruckus blog post</a> dissing this TxBF implementation as half-assed ;). To be fair, Ruckus are the bomb when it comes to antenna magic!<br />
<br />
<b>200 mW (23 dBm) of transmit power:</b> The 3500 series only offered 200 mW for 802.11b data rates which should be disabled in almost every new deployment anyway. As it is best practice to match the APs maximum transmit power to that of the poorest client, I can't see where this extra power would come in handy. If you were using the 3602e for a bridge link perhaps but a higher gain antenna would be a better bet. I can't help but think that this power may be spread between the antennas when performing one of the supported types of transmit diversity though... hmm.<br />
<br />
<b>Antenna gain:</b> Down from 4 dbi on the 3500 series to 2 dbi on the 3600 series at 2.4 GHz. Up from 3 dbi on the 3500 series to 5 dbi on the 3600 series. With only four external antennas on the 3602e my guess is that they are dual-band antennas. <strike>Whilst this works fine on a client as it is only associated to one band at a time, pretty much all decent APs must be able to use both bands concurrently. For an AP to transmit or receive on both bands simultaneously I imagine some sort of smart antenna technology is being employed - pure speculation on my part and all based on the photo! We will see.<b> </b></strike><br />
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<br />
<b>PoE:</b> Powered by 802.3af like all other two and three stream enterprise APs (the EOL Cisco 1250 not with-standing). Surely it is in the various Cisco switching business units interests to require 802.3at for the AP ;). Of course, customers would not be happy knowing that all other three stream APs run off a mere 12.95W!. At this rate we will have to wait for 802.11ac to see some 30W AP lovin!<br />
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<b>Band support: </b>The 3600 series appears to only be available in a dual-band version. About time really, as I find the single-band APs to be a waste of silicon!<br />
<br />
<b>Weight:</b> Light!<b> </b>Like the 3500 series, due to the CleanAir capabilities, this AP is light-weight only. Now the question is, which autonomous AP IOS can be used to survey with the 3600 series!<br />
<br />
<b>The LED: </b>It's bigger - surely its most impressive feature, by far! ;)<b> </b><br />
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<span style="font-size: large;"><b>EOF... almost</b></span><br />
Like most vendors with a large market share, Cisco receives their fair share of flack regarding a lack of innovation, resting on ones laurels and so on. As the first enterprise vendor to offer 4x4:3, up to three stream beam-forming and the 'not-really-that-long-ago' CleanAir (AP spectrum analayser integration) I think at least the Cisco Wireless Business Unit still has the ability knock out an innovative product. Now I wait for the official release to get my hands on one and do some testing!<br />
<br />
Since the first three-stream enterprise AP was released I kept seeing Cisco down-play the importance of three-streams. I assume that downplay will end right about ... ;)Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com2tag:blogger.com,1999:blog-8244742868095974321.post-64580371800054836712011-10-31T12:43:00.000+08:002011-10-31T12:43:58.430+08:00Cisco WLC 7.0.220.0 and WCS 7.0.220.0 ReleasedA few notes regarding the recently released WLC and WCS software updates.<br />
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<span style="font-size: large;">WLC 7.0.220.0</span><br />
<b>Release Notes:</b> <a href="http://www.cisco.com/en/US/docs/wireless/controller/release/notes/crn7_0_220_0.html">http://www.cisco.com/en/US/docs/wireless/controller/release/notes/crn7_0_220_0.html</a><br />
<br />
<ul><li>There are only a couple of new features with the rest of the update comprised of bug fixes:</li>
<ul><li>Online Certificate Status Protocol (OCSP) support. <a href="https://secure.wikimedia.org/wikipedia/en/wiki/OCSP">OCSP</a> is an updated method of certificate revocation over the older Certificate Revocation Lists (CRL).</li>
<li>Ability to view AP images stored in WLC flash by way of the new CLI command <b>show ap bundle {all | primary | secondary}</b> </li>
<li>Band Select and Load Balancing Support on Cisco Aironet 1040 series Access Points</li>
<li>Support for AIR-CAP1552SA-x-K9 & AIR-CAP1552SD-x-K9 mesh APs</li>
</ul><li>I had heard that support for the 2100 and 4400 WLCs was meant to be dropped in this release but the release notes still show them as supported</li>
<li>There is a note detailing that WCS will loose connectivity if you are upgrading from 7.0.116.0 to 7.0.220.0 <b>AND</b> using SNMPv3. <a href="http://www.cisco.com/en/US/docs/wireless/controller/release/notes/crn7_0_220_0.html#wp834597">Workarounds are provided. </a></li>
<li>The rest is comprised of the usual assortment of bugs fixes</li>
</ul><br />
<span style="font-size: large;">WCS 7.0.220.0</span><br />
<b>Release Notes:</b> <a href="http://www.cisco.com/en/US/docs/wireless/wcs/release/notes/WCS_RN7_0_220.html">http://www.cisco.com/en/US/docs/wireless/wcs/release/notes/WCS_RN7_0_220.html</a><br />
<br />
<ul><li>There are no new features however support for a few WLCs has been dropped. It seems strange that WCS has dropped support for these WLCs but support has not been dropped in the paired WLC 7.0.220.0 image. Perhaps this is an oversight in the WLC 7.0.220.0 release notes. The following Location Appliances and WLCs have been dropped:</li>
<ul><li>Cisco 2700 Series Location Appliance </li>
<li>Cisco 2000 Series Wireless LAN Controllers </li>
<li>Cisco 4400 Series Wireless LAN Controllers</li>
</ul><li>There is now version consistency between WLC and WCS images</li>
<li>The rest is comprised of the usual assortment of bugs fixes</li>
</ul>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-61563607760687660232011-10-30T17:00:00.000+08:002011-10-30T17:00:56.269+08:00FCC crackdown on RF jammersI just read an article concerning the <a href="http://hraunfoss.fcc.gov/edocs_public/attachmatch/DA-11-1661A1.pdf">FCC cracking down</a> on US websites selling RF jammers. This made me wonder whether the Wi-Fi-nerd-pleasing NutsAboutNets <a href="http://www.nutsaboutnets.com/performance-wifi/products/product-airhorn-wifi-signal-generator.htm">AirHORN jammer</a>... ahem, signal generator, is affected. Well, from looking at the list of websites in the 'Citation and Order', the AirHORN is safe.<br />
<br />
To be fair, whilst the AirHORN could be classed as a wideband jammer, it doesn't take out the whole 2.4 GHz or 5 GHz band at once. It therefore isn't the same as the traditional jammers that the FCC is targeting which are all-band jamming, affecting the entire 2.4 GHz band for example. When you use the AirHORN, you can see that it is a modulated 802.11 signal. It is really a glorified Wi-Fi client which is why you have to pick the 802.11 channel to start the signal generation or allow it to sweep through the channels. I can't help but think that the AirHORN is just using a modified version of the <a href="http://www.auscert.org.au/render.html?it=4091">Queensland Attack</a>. This shows that it really isn't intended for jamming and is meant to be used as a signal generator - therefore it wouldn't be affected by this FCC crackdown.<br />
<br />
I have used the AirHORN during training to demonstrate spectrum analysis. It (should) also be useful for testing device classification in the big three Spectrum Analysers (<a href="http://www.cisco.com/en/US/products/ps9393/index.html">Cisco SpectrumExpert</a>, <a href="http://www.flukenetworks.com/enterprise-network/wireless-network/AirMagnet-Spectrum-XT">AirMagnet SpectrumXT</a> and <a href="http://www.metageek.net/products/chanalyzer-pro/">Metageek Channelyzer Pro</a>). In addition, it (should) be useful for testing / demonstrating a high duty-cycle interferer in the new breed of AP-integrated spectrum analysis implementations (<a href="http://www.cisco.com/en/US/netsol/ns1070/index.html">Cisco CleanAir</a>, <a href="http://www.arubanetworks.com/products/arubaos/rfprotect-spectrum-analyzer/">Aruba RFProtect</a>, <a href="http://www.aerohive.com/solutions/technology-behind-solution/spectrum-analysis">Aerohive Spectrum Analysis</a>, <a href="http://www.airdefense.net/products/servicesplatform/networkassurance/spectrum_analysis.php">Motorola AirDefense Spectrum Analysis</a>, etc). <br />
<br />
AirHORN aide, this citation from the FCC will have little effect on those in the US wishing to purchase all-band jammers because apparently you can now buy goods on-line... from overseas no less! What an age to be alive! Additionally, publicising this issue may well bring about the <a href="https://secure.wikimedia.org/wikipedia/en/wiki/Streisand_effect">Streisand Effect</a>. I am not advocating malicious use of a jammer however getting a hold of one will remain easy. Globalisation biting the US in the ass, yet again! One of the great ironies of those advocating, selling or actually using all-band jammers maliciously is their total ignorance as to their operation. Many people who would use these jammers would inflict more damage on their own Wi-Fi communications without realising it. From one of the sellers websites - "Place in your friends home as a prank or <b>use it to secure you own Wi-Fi.</b>". Well I guess if even you can't access your Wi-Fi, it could be deemed secure!<br />
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<span style="font-size: large;">If the goverment can't help me, who can?</span><br />
So if the FCC crackdown has little effect in helping reduce the market for jammers what are your options? The key for those operating Wi-Fi networks is to have the right tools on hand to address the issue - namely, a Spectrum Analyser. Metageek has made this particularly easy in recent years with their <a href="http://www.metageek.net/products/wi-spy/">affordable analysers</a> as have Wi-Fi vendors rolling out their AP-integrated offerings. Also, this is yet another reason to purchase 5 GHz capable Wi-Fi clients, where possible. The vast majority of all-band jammers transmit at 2.4 GHz as do the majority of other high duty cycle transmitters (baby monitors, A/V transmitters, wireless video cameras, etc). Whilst 5 GHz all-band jammers exist, they are few and far between and no where near as cheap.<br />
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<span style="font-size: large;">EOF.... almost</span><br />
As for the FCC crack-down, the Streisand Effect has worked and reminded me that I have been meaning to buy a cheap all-band jammer for (isolated) demonstrations and spectrum analysis testing. I've thrown an analogue video camera and A/V transmitter into the cart for good measure. Thank you FCC!Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-79930927659198562322011-10-22T22:10:00.006+08:002011-10-22T22:27:58.111+08:00WLAN Controller Discovery Best PracticesThe methods that APs use to discovery the WLAN controller(s) in a Cisco environment are relatively well known. Andrew vonNagy has <a href="http://revolutionwifi.blogspot.com/2010/11/capwap-controller-discovery-process_23.html">documented them quite thoroughly</a>. Take a look at his post if you are not familiar with these methods.<br />
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Whilst Andrew has covered the details of how these discovery methods work I thought I would provide my best practices as to when you may use one method for controller discovery over another. As I have referenced Andrew's post, I will copy his list of discovery methods verbatim in order to maintain a blog post SOE ;).<br />
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<span style="font-size: large;">WLAN controller discovery methods</span><br />
1. Broadcast on the local subnet<br />
2. Local NVRAM list of the previously joined controller, previous mobility group members, and administrator primed controller through the console<br />
3. Over the Air Provisioning (OTAP) (subsequently removed in version 6.0.170.0 code)<br />
4. DHCP Option 43 returned from the DHCP server<br />
5. DNS lookup for "CISCO-CAPWAP-CONTROLLER.localdomain"<br />
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<b>Broadcast</b><br />
I never rely on this method nor would I recommend it. I have encountered issues with its use though these may be bugs long since squashed, none the less I prefer not to rely on it. The only time I would consider it is if I the server team was not willing or able to modify DNS or DHCP in order to implement the DNS or DHCP discovery methods. Though you can bypass the server team and run DHCP on a router, this means you are likely not maintaining consistency with your SOE and additionally Option 43 on a router is quite messy. If the controller is on a different subnet to the APs you will need to configure an ip-helper. This will result in the WLAN controller receiving other forwarded protocols (by default this includes, TFTP, DNS, NETBIOS, DHCP, TACACS amongst a few others however these defaults can be disabled using 'no ip forward-protocol up <protocol>').<br />
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<b>Local NVRAM or Primed</b><br />
Whilst the APs can store details in NVRAM of controllers they have previously associated to, they have to get this information to begin with so this method is not going to work as your only method of discovery. In other words, know that it exists but use another method.<br />
<br />
APs can also be primed which involves manually configuring them with an IP, Mask, Gateway and WLAN controller address. The APs IP address could in fact come via DHCP and then you would just prime it with the controllers IP address. But if you have a DHCP server available why not configure DHCP Option 43? Perhaps such a scenario exists but it wouldn't be common to do this in any enterprise WLAN deployment. But then, priming more than half a handful of APs in any enterprise deployment would likewise be a pain. The only time I prime an AP is when I have a one or two APs to be deployed for use in a temporary office or when I have done WLAN training and needed to get an AP up and running before the server-side infrastructure was in place.<br />
<br />
I find that sometimes a company will associate an AP with a local controller in order to download the appropriate code and then ship the AP to site for connection to the remote sites controller. Once on-site the AP is powered up and attempts to connect to a controller. The issue with this comes with the AP having saved the local controllers details to NVRAM and may result in the AP connecting to the local controller if the primary controller configuration is not performed on the AP, instead of the remote sites own controller. I am unsure what the logic is here as the code upgrade will be performed over the sites LAN so no time or WAN bandwidth is saved. Basically, don't bother as there is no benefit and it will just result in more trouble-shooting on your part. The number of times I have seen APs connect to the wrong controller due to a poorly thought out design...<br />
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Keep in mind that APs can also find a controller based on the mobility group of any controller they have already associated with. I was recently trouble-shooting an issue that involved an AP joining the wrong controller. After verifying DHCP, DNS and priming methods I checked the mobility group of both controllers. Sure enough they were in the same mobility group - the local AP had learned about the remote controller by means of the local controller passing the details on. A typo in the primary and secondary controller configuration meant that it disregarded these controllers and used the information it learnt via the mobility group configuration. The secondary issue here was a design issue - the controllers should not have been in the same mobility group.<b> </b><br />
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<b>Over the Air Provisioning (OTAP)</b><br />
No longer available nor should it have been in my opinion - it was always a bad idea.<br />
<br />
<b>DHCP Option 43</b><br />
OK, now we get to the first of the two recommended methods of controller discovery. Option 43 seems to be the most common method used for discovery. I recommend its use whenever you have a controller at each of your sites and therefore you want each of the 'Site XX APs' to connect to the 'Site XX WLAN controller'. In each of the DHCP scopes for each site, configure Option 43 for the particular models of APs at that site, pointing the APs to the appropriate sites controller. <br />
<br />
The problem with the DHCP discovery method can come when you need to configure Option 43 for each model of AP at each of your sites. Not an issue with one site and one model of AP. But take 30 sites, 30 DHCP scopes, potentially 30 DHCP servers and a few models of AP at each site. In addition, in 18 months when you have left the business, is someone going to know that some DHCP modifications are required when a new model of AP is rolled out? If you have a separate WLAN controller at each site however, then it really is the best method despite the extra admin overhead. On the other hand, if you have either a centralised controller or a single / pair of controllers at a single site, I would recommend using the DNS method.<br />
<br />
Another time to look at the DNS method is if you happen to be hosting DHCP on one of your routers. The Option 43 router configuration is messy compared with the ease of configuration involved in getting DHCP Option 43 up and running on a Windows Sever 2003 / 2008 box so stick with DNS in this case.<br />
<br />
<b>DNS</b><br />
The time to use DNS is when all of your APs connect back to the same WLAN controller(s). This could either be remote sites using a centralised controller or perhaps you just have a single site. Let’s say you have 30 sites. Instead of configuring 30 DHCP scopes or 30 DHCP servers with Option 43, just configure an A or CNAME record for CISCO-CAPWAP-CONTROLLER.localdomain pointed at your centralised controller(s). If any new model of AP is rolled out, you don't have to change anything regarding your discovery method, unlike with the DHCP method. This assumes of course that all of your sites fall under the same .localdomain. You can a create global scope option in Windows Server 2003 / 2008 but then Option 43 will apply to all your scopes - not just the AP scopes. This may or may not be of concern.<br />
<br />
If however your 30 sites each have their own controller and assuming you DON'T have a separate sub-domain for each site you are going to have problems with APs associating to the wrong controller. You would need to create 30 A or CNAME records for the 30 WLAN controllers but how do you direct APs to the correct controller? You can't do it in any reasonable fashion. Yes, you can specify primary and secondary controllers but this occurs after the AP has associated. You could also configure the master controller option but this is messy. Someone will without a doubt forget to specify the primary controller at some point and you will end up with APs associated to the wrong controller. Inexperienced engineers trouble-shooting the issue will scratch their head as to why the AP has not associated - not realising that it has but is associated to another controller.<br />
<br />
<span style="font-size: large;">Logging</span><br />
Though not directly related to controller discovery, I will discuss a little know DHCP option that can greatly aid in trouble-shooting AP join issues.<br />
<br />
Out-of-the box APs transmit syslogging messages as limited broadcasts (255.255.255.255). When you have an AP that is receiving a DHCP address but is not associating to the controller you may need to console in to see where the issue lies - not very convenient as the AP is typically mounted or often at another site. You cannot telnet or ssh as this is disabled by default and you cannot enable it until after the AP has associated.<br />
<br />
The solution - configure DHCP Option 7. This will cause the APs to transmit their logging messages to your syslog server. You can now grep your logs to try and establish why the AP cannot associate.<br />
<br />
<span style="font-size: large;">EOF... almost</span><br />
<i></i><br />
<i>Priming</i> - use it when you need to temporarily setup a small number of APs<br />
<i>DHCP</i> - use it when DHCP Option 43 can easily be configured and when you have multiple sites each with their own controller and a global domain used throughout all of your sites.<br />
<i>DNS</i> - use it when you have a centralised controller, a single site or controllers at each site and a sub-domain for each of the sites. This is my preferred method where possible.Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-47829650786284530642011-10-19T23:22:00.002+08:002011-10-19T23:27:37.706+08:00Rogue AP ClassificationWhen I configure a Cisco WLAN controller, one of the configuration steps I normally take is to configure a Rogue Classification Rule that marks as malicious any rogue AP detected with a signal of -70 dBm or greater (I used to configure the rule for -69 but got sick of the giggles when explaining the implementation). This figure can obviously be tweaked - somewhere between -65 dBm and -75 dBm would be appropriate for most environments. So what is the significance of -70 dBm? Well it is the signal strength that I feel is a good middle-ground in locating rogue APs that are probably on the premises whilst eliminating most of the false positives from surrounding homes and businesses. Sure, a small number of false positives will occur depending how close surrounding businesses and homes are but without this rule, locating which rogue APs are actually within the business is like finding a needle in a haystack. Likewise, in most modern WLANs designed for capacity, the vast majority of rogue APs which are in fact on the businesses premises should be detected with of signal of -70 dBm or greater due to the high density of APs.<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTcyxQQHx_xOzaOHmInNYGN-W2crVUwT7-GRANjTXdtFdZu_FA4JHvZhYMV_g7iPlfVwu2hEzn-JyMRJgcTkbOsxjR1NnkeQIfylG079Pju6pi7D0ie0CZKrefpOWYdWz20qR_Eo4_xS8/s1600/High-Signal-Level.png" style="margin-left: auto; margin-right: auto;"><img border="0" height="228" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEiTcyxQQHx_xOzaOHmInNYGN-W2crVUwT7-GRANjTXdtFdZu_FA4JHvZhYMV_g7iPlfVwu2hEzn-JyMRJgcTkbOsxjR1NnkeQIfylG079Pju6pi7D0ie0CZKrefpOWYdWz20qR_Eo4_xS8/s400/High-Signal-Level.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The configuration required for the -70 dBm rule</td></tr>
</tbody></table><div style="text-align: left;"><br />
</div><span style="font-size: large;">Without this rule...</span><br />
If you do not have Cisco WCS running, you would have to click on every single rogue on the WLAN controller GUI to find the strongest signal strength heard by one of your APs. Unless you have only a handful of rogues, this is unlikely to happen as it is far too time consuming - looking on my current work WLAN controller shows close to 400 rogue APs. Things are a little better if you have WCS as you can see a large number of rogues and their associated signal strengths on a single screen. None the less, having to constantly check this list of rogues should not be required.<br />
<br />
<span style="font-size: large;">With this rule...</span><br />
Creation of this rogue rule eases this pain. Once the rule is configured, on the WLAN controller GUI you can navigate to MONITOR --> Rogues --> Malicious APs and all rogues detected at -70 dBm or greater will be listed. Some of the rogues I see listed have a signal strength lower than -70 dBm, even from the detecting AP with the strongest strength. I am unsure if this is a bug (running 7.0.116 code) or that this rogue was previously detected with a stronger signal but has not yet been removed from the malicious list. Regardless, the list of rogues is far more manageable. <br />
<br />
In WCS, things are even easier. Modify your general tab so that one of the components you see is 'Recent Malicious Rogue AP Alarms' or 'Malicious Rogue APs'. Now every time you log into WCS you will see if you have any potential rogues worth investigating..<br />
<br />
Configuring this rule on a recent WLAN deployment caused 5 of the 86 APs to be marked as malicious. One of these was in fact on the premises with the other four false positives. In this case, the figure of -70 dBm could be tweaked to around -65dBm to reduce the number of false positives and due to the high density of APs installed (the WLAN was surveyed for 5 GHz VoWiFi) I would still be confident of detecting any 'on-premises' rogues. Unfortunately malicious is not an accurate term but it cannot be changed on the WLAN controller.<br />
<br />
<span style="font-size: large;">Are these APs really malicious?</span><br />
Usually not, as I explain below. I classify rogues into one of three categories:<br />
<ol><li>Real malicious rogue APs</li>
<li>Employee supplied or otherwise 'on-the-premises' APs</li>
<li>False positives from nearby businesses or homes</li>
</ol><b>Real malicious rogue APs</b><br />
The term 'rogue AP' and certainly 'malicious' exist for this category of AP but ironically it would be under rare circumstances that you would actually catch a hacker with the default rules. To have some chance of doing so you would have needed to have configured this -70 rule, actively (on a daily basis) monitor your WLAN controller, WCS or other WNMS, actively track down each malicious rogue so as to eliminate category two and three rogues and finally the hacker would need to have placed this rogue on your premises in an easy to find location or actually still be on the premises. Hello hacker from several kilometres away and hello 24dB parabolic antenna! How many WLAN security breaches have actually taken place via these circumstances? I realise an <a href="https://secure.wikimedia.org/wikipedia/en/wiki/Evil_twin_%28wireless_networks%29">evil-twin attack</a> could occur but you would have to be very conscientious to capture one by this method.<br />
<br />
Your best bet here is to rely on your (hopefully) well-designed and therefore well-secured WLAN alongside your wIDS or wIPS for signs of spoofed deauthentication or disassociation frames. Cisco's Management Frame Protection (MFP) would he helpful here but unfortunately requires CCXv5 clients. Your only hope of enabling it would therefore be on a voice WLAN where you had all Cisco 7925G phones which are CCXv5 compliant. I find most non-Cisco clients these days are CCXv4 and CCXv5 clients are uncommon. The standardised version of MFP is 802.11w and I did see a reference that there may be a Wi-Fi Alliance certification for clients in the works which would be great, <a href="http://blogs.aerohive.com/blog/the-wi-fi-security-blog/wep-still-crazy-after-these-ten-years">if I interpreted correctly</a>.<br />
<br />
<b>Employee supplied or otherwise 'on-the-premises' APs</b><br />
This is the category that we are trying to identify with this -70 dBm rule. This is also the category that is mentioned in every article or book that discusses rogues. I have found that these APs typically fall into one of three categories:<br />
<br />
<u>Employee-supplied APs</u><br />
Occasionally I have found employees to bring in a SOHO Wi-Fi router or AP so that they may access Wi-Fi at work. <a href="http://jenniferhuber.blogspot.com/2011/09/rogue-access-points-wired-into-your-lan.html">Jennifer points out</a> that this is increasingly unlikely and I agree to some degree. Western Australia is not the US however. We actually still have an economy and many very highly paid workers where the cost of an AP purchased for work would be considered chump-change. In addition, in many regional areas 3G coverage is poor or non-existent unless your carrier is Telstra where you have traditionally paid through the nose for data. Consequently, I feel you are more likely to see user-supplied rogues here. I have certainly seen them but it is not the most common type within this category in my experience.<br />
<br />
<u>Business-supplied APs</u><br />
I find these to be much more common than employee-supplied APs. Often in a large multi-site enterprise, the local site will use their own funds to purchase a SOHO Wi-Fi solution where a business-supplied WLAN does not exist, regardless of your businesses polices on the matter. In addition, many businesses do not have WLAN policies in place, particularly if they are yet to deploy their own WLAN. These rogues are typically detected upon roll-out of the new WLAN and should be eliminated at this time.<br />
<br />
<u>Business within the business</u><br />
Ahh! The ol' business within the business trick! Many of the rogues I see are from a small business that operates from the main businesses premises. A school book-shop within the school or a GP / dentist within the hospital. These businesses usually operate with some autonomy, often have their own ADSL connection and consequently have a SOHO ADSL Wi-Fi router. This can present a security issue as often this associated business shares the main businesses wired LAN and of course, rarely is the SOHO Wi-FI router going to be sufficiently secure. It can also present performance issues - 802.11b enabled, adjacent channels configured, 40 MHz 2.4 GHz channels configured, etc. Many times the Wi-Fi isn't even used, so getting it disabled is not much of an issue.<br />
<br />
<b>False positives from nearby businesses or homes</b><br />
This is the category that we are trying to eliminate with the -70 dBm rule and these make up the vast majority of detected rogues thanks to the pervasiveness of Wi-Fi. Whilst these can generally be ignored I do find them interesting to look at to get a gauge of 'APs in the area'. What percentage are 2.4 GHz vs. 5 GHz, what are the most common vendors, how much WEP is still in use - you know, all of those things that seemed cool when Netstumbler and War-driving was all the rage back in the early 2000s! I should mention, Western Australia via the <a href="http://www.wafreenet.org/">WAFreeNet</a> was the first community wireless network to perform <a href="https://secure.wikimedia.org/wikipedia/en/wiki/Warflying">WarFlying</a> back in the day... or at least the first to get slashdotted for it!<br />
<br />
Whilst it is commonly said that you have no control over these types of rogues I tend to disagree. If a rogue is being a bad neighbour by exhibiting any of the following behavior, it may be worthwhile getting in contact with the businesses IT person and explaining that these issues are negatively affecting both his or her business and your own. It is in their interest to fix the issue. Of course if they don't comply, you could always try gentle persuasion via the <a href="http://www.nutsaboutnets.com/performance-wifi/products/product-airhorn-wifi-signal-generator.htm">AirHORN 2.4 GHz jammer</a> + high-gain antenna - just make sure it has very small side and back-lobes!... I'm kidding of course ;)<br />
<br />
The following are reasons to hit up your 'bad neighbour' with some advice:<br />
<ul><li>802.11b enabled where client support is not required (you would have to take a stab here and assume they have no 802.11b-only clients)</li>
<li>Adjacent channels in use at 2.4 GHz (At 2.4 GHz, in most circumstances only channels 1, 6 and 11 should be used)</li>
<li>Overly high transmit power from APs (this may be difficult to determine however)</li>
<li>2.4 GHz 40 MHz channel usage</li>
</ul><br />
<span style="font-size: large;">EOF... almost</span><br />
Whilst rogue detection rules may not be particularly useful at actually finding real malicious APs, creating this rogue rule can still help you improve the security and performance of your WLAN by identifying employee-supplied, business-supplied, business within the business and bad neighbour rogues.Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com0tag:blogger.com,1999:blog-8244742868095974321.post-56955916175228868082011-10-12T16:36:00.019+08:002011-10-12T18:54:33.518+08:00Eliminating 802.11a clients from your WLANSeveral years ago I was working on a large-scale Cisco WLAN deployment where my number one technical goal was achieving a high performance WLAN design. This was due to the high user density and high bandwidth requirements. In other words, I was trying to wring every last piece of bandwidth out of the WLAN!<br />
<br />
One of tweaks I looked at was disabling 802.11a support. Disabling 802.11b support is well understood and an easy way to reclaim a large portion of 'lost' 2.4 GHz bandwidth. Disabling 802.11a support, on Cisco infrastructure at least, is not nearly as easy. Trying to disable all 802.11a data rates does not work on a Cisco WLAN controller as works when disabling 802.11b rate support. Attempting it results in the following:<br />
<br />
<table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAkvtE_6ls1OZi5oKop8sZ_ID40rWh2r6JVpdAg6ULlwSKBOHjzV5dlqpJzgIHCDw7D6OU886KPoJp9sPJ71Kmgk3FGtn-5N38xodQWjzgEJa1N5hMdK0-8efog6Hii2t6Ue8MI4qmi8Q/s1600/WLC+802.11a+Data+Rate+Error.png" imageanchor="1" style="margin-left: auto; margin-right: auto;"><img border="0" height="247" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgAkvtE_6ls1OZi5oKop8sZ_ID40rWh2r6JVpdAg6ULlwSKBOHjzV5dlqpJzgIHCDw7D6OU886KPoJp9sPJ71Kmgk3FGtn-5N38xodQWjzgEJa1N5hMdK0-8efog6Hii2t6Ue8MI4qmi8Q/s400/WLC+802.11a+Data+Rate+Error.png" width="400" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">The error even comes complete with a missing whack of the space bar. Wait... should there be a space between space and bar?!?</td><td class="tr-caption" style="text-align: center;"><br />
</td></tr>
</tbody></table><br />
Perhaps Cisco will allow the disabling of 802.11a rates when they finally support the 802.11n Greenfield protection mechanism. A few posts on the Cisco forum suggest that a newer chipset is required, though these posts are from around 2009. Fair enough, but there has been plenty of 802.11n APs since the Cisco 1250 series APs but alas... still no support. Certainly, there would be very few environments were Greenfield could be enabled at 2.4 GHz currently due to the massive installed base of legacy 802.11g clients. 5 GHz is a different story however. Due to the remoteness and low population density of much of Western Australia, I can think of many WLANs where it could be enabled with few concerns for the 'bad neighbour' issues that enabling it can apparently present. To be fair, there seem to be few, if any, enterprise vendors that support Greenfield.<br />
<br />
So, Greenfield - not an option. I next looked at disabling all 802.11a data rates apart from 54 Mbps. The logic was that I may at least be able to limit 802.11a client associations to only those that could achieve a 54 Mbps data rate. You have to be careful when disabling data rates as it can cause some clients to break... and that was exactly the result. A particular a/b/g client could authenticate (802.11 authentication) and associate but broke somewhere during the 802.1X authentication.<br />
<br />
<b><span style="font-size: large;">The Final Solution</span></b><heading -="" final="" solution="" the=""> </heading><br />
<heading -="" final="" solution="" the="">My last attempt was to disable 802.11a support on a best effort basis. Unfortunately, low-level client configuration of laptops on an enterprise scale has not yet been worked out by vendors. Disabling 802.11a in Windows can be done from the advanced tab of the WLAN client driver.</heading><br />
<heading -="" final="" solution="" the=""><br />
</heading><br />
<heading -="" final="" solution="" the=""></heading><br />
<div style="text-align: center;"><table align="center" cellpadding="0" cellspacing="0" class="tr-caption-container" style="margin-left: auto; margin-right: auto; text-align: center;"><tbody>
<tr><td style="text-align: center;"><a href="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgEBVuGpHkzIEiRBUFflCUx-6ezUS2aZEJhwm24lXUkamYvHfOjcyyZ9BRHKEe_KiZYUltODQ9bqmjYz1dPVLn9s5ftZ8uE2Y9W5tDwRSLkQaFvpyC-GpWpbFUXwigwHncPiGmwyelq810/s1600/WLAN+Client+Driver+-+Advanced+Tab.png" style="margin-left: auto; margin-right: auto;"><img border="0" height="400" src="https://blogger.googleusercontent.com/img/b/R29vZ2xl/AVvXsEgEBVuGpHkzIEiRBUFflCUx-6ezUS2aZEJhwm24lXUkamYvHfOjcyyZ9BRHKEe_KiZYUltODQ9bqmjYz1dPVLn9s5ftZ8uE2Y9W5tDwRSLkQaFvpyC-GpWpbFUXwigwHncPiGmwyelq810/s400/WLAN+Client+Driver+-+Advanced+Tab.png" width="360" /></a></td></tr>
<tr><td class="tr-caption" style="text-align: center;">This is a an 802.11a/b/g/n client but the same principle applies.</td></tr>
</tbody></table></div><heading -="" final="" solution="" the=""> <screengrab advanced="" driver="" of="" tab=""> <br />
This is a workable solution in a very small WLAN deployment. This particular deployment was designed for roll-out to between 100 to 200 sites covering several 10s of thousands of machines - manually disabling 802.11a support in the driver would not scale. <br />
<br />
The solution? I got a list of NIC chipsets from the software deployment / device inventory tool. I culled the non-WLAN chipsets from the list and then pulled out all of the a/b/g chipsets from the list. There were no 802.11a-only chipsets as is to be expected in the vast majority of enterprise environments. Clients with a/b/g chipsets made up around 10% of the total number of WLAN clients - this was a high enough percentage to make this worth the effort. From this list, I pulled out the chipsets that accounted for the majority of a/b/g clients. Around 90% of the clients contained either a particular Atheros a/b/g or one of two Intel a/b/g chipsets.<br />
<br />
For each of the three chipsets, I then found the registry key that contained all of the settings that the advanced driver tab modifies. I found a machine with each of these chipsets, RDP'ed into the machine and opened the registry key. I changed the setting under the advanced tab of the driver from the default of a/b/g to b/g, refreshed the registry key and noted the new value. 802.11b support was disabled on the WLAN controller so b/g instead of just 'g' was not an issue.</screengrab></heading><br />
<heading -="" final="" solution="" the=""><screengrab advanced="" driver="" of="" tab=""> <br />
With these registry values in hand, I had a startup script written to detect the client chipset and if one of these three chipsets were detected, modify the registry value in order to disable 802.11a support. This worked very well and resulted in the vast majority of clients on the 5 GHz band being 802.11n clients. Not a 100% perfect solution but pretty close without needing to spend time disabling the small number of a/b/g chipsets that didn't contain one of these three chipsets.<br />
<br />
<span style="font-size: large;"><b>EOF... almost</b></span><heading -="" conclusion=""></heading></screengrab></heading><heading -="" final="" solution="" the=""><screengrab advanced="" driver="" of="" tab=""><heading -="" conclusion=""></heading></screengrab></heading><br />
<heading -="" final="" solution="" the=""><screengrab advanced="" driver="" of="" tab=""><heading -="" conclusion=""><span style="font-size: xx-small;"> </span> This is a solution that is worth the effort where performance is key and you have a detailed insight into the client population. In your average office WLAN where there are far easier wins to be had and performance isn't nearly as critical, this would not be worth the effort. I have suggested this solution to a few clients since but as it requires a fairly solid device inventory tool and a willingness to get the hands dirty, few clients would have implemented it themselves.<br />
<br />
</heading></screengrab></heading>Scott Stapletonhttp://www.blogger.com/profile/04384149433798542121noreply@blogger.com4