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	<title>Shannon Bayes Venture Corp.</title>
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		<title>Antennagate, Steve Jobs, Intel, Qualcomm and a Clash of Engineering Cultures</title>
		<link>http://shannonbayes.com/antennagate-steve-jobs-intel-and-a-clash-of-engineering-cultures/</link>
		<comments>http://shannonbayes.com/antennagate-steve-jobs-intel-and-a-clash-of-engineering-cultures/#comments</comments>
		<pubDate>Sun, 18 Jul 2010 22:41:53 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Cellular]]></category>
		<category><![CDATA[Algorithms]]></category>
		<category><![CDATA[antennagate]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Signal Processing]]></category>
		<category><![CDATA[signal quality]]></category>
		<category><![CDATA[Steve Jobs]]></category>
		<category><![CDATA[Wireless]]></category>

		<guid isPermaLink="false">http://shannonbayes.com/?p=282</guid>
		<description><![CDATA[Steve Jobs gave a press conference on 16 JULY 10 designed to respond to the growing uproar over Apple&#8217;s iPhone 4 antenna problems. His pitch [...]]]></description>
			<content:encoded><![CDATA[<p>Steve Jobs gave a press conference on 16 JULY 10 designed to respond to the growing uproar over Apple&#8217;s iPhone 4 antenna problems. His pitch revealed a disconnect between the engineering cultures of computer design and communications system design. Notably, Intel has also  fallen prey to this same culture clash in an even bigger way. We&#8217;ll place both Apple and Intel in this culture clash context.</p>
<h3>Computing vs Communications</h3>
<p>Engineers who design computers must meet many simultaneous and conflicting design goals, such as high CPU speed at low cost and low energy consumption. These engineers are knowledgeable of the various necessary technologies, from computer architecture to semiconductor manufacturing, and know the tradeoffs. While their task is extremely complex, it also is deterministic, in the sense that the assumptions and operating environment of the computer system are only minimally affected by random phenomena. While there is no agreed upon definition of an optimum computer, various system features can be maximized, subject to various constraints as illustrated above.</p>
<p>However, the design framework is profoundly different for communication systems engineers. For them, random processes, such as thermal noise in circuitry and signal multipath phenomena in wireless systems such as the iPhone 4 dominate every aspect of system design. These engineers must use probability theory as the paradigm in which they design. Their core task is to design a system with acceptable bit error probability, subject to cost and technical system constraints similar to the computer constraints, such as low energy consumption, high transmission bit rate and physical size of the chip set.</p>
<p>The mental processes and ways of seeing the world are very different for  computer designers and their managers compared to engineers and managers of communications/wireless systems. Indeed, one of the most annoying and bizarre phenomena for the users of mobile phones is to get a huge, random variation in call quality while both parties are stationary. They, along with computer engineers, don&#8217;t appreciate how channels can produce signal fades that reduce received signal power to 1% of the original power level without any motion at all. Making this effect subjectively worse is to note how often the &#8220;bars&#8221; don&#8217;t correspond in any obvious way to the user&#8217;s call quality. This effect results from idiosyncratic methods (often required by &#8220;marketing&#8221;) vendors use to generate bars on their displays.</p>
<h3>Apple</h3>
<h3><span style="font-weight: normal; font-size: 13px;">Boiled down to the nub of meaning, Jobs:</span></h3>
<ol>
<li>Admitted and explained how the outside antenna could be affected by users touching it across an impedance gap, thereby changing the effective size and impedance. So far so good.</li>
<li>Promised all owners either a full refund upon return of the iPhone 4, or a free case for the phone, designed to solve the antenna problem. Again, good business decision.</li>
<li>Claimed all Smart Phones have problems with connection quality, and showed some video of how phones made by Samsung, Research in Motion and HTC  behave similarly to the iPhone as a result of hand position. Apparently, this was an attempt to minimize the impact of his design problem by effectively saying &#8220;Hey, everybody has antenna and connection problems, not just us.&#8221;</li>
</ol>
<p>However, his pitch was misleading. Point 3 is where he went off the rails, giving us a chance to elaborate on an important culture clash in the electronics world. Jobs ignored the core point that just a change in &#8220;signal bars&#8221; when the hand changes grip says NOTHING about the quality of the call. Did he know this fact? Did he care? We will ignore this particular speculation and place his actions in a larger context.</p>
<p>We claim the antenna problems of Apple were enabled by a compute culture which, <a href="http://www.eetimes.com/electronics-news/4204639/Applle-IPhone-Antenna">according to EETimes</a>, knew of the antenna problems but simply forged ahead anyway.</p>
<p>It is highly unlikely managers in a communications culture would make this same decision. In fact, wireless system engineers fully appreciate the particular tradeoffs of antenna outside vs inside the phone case. But it was a compute-centric culture within which this disastrous decision was made. Coincidence? We think not.</p>
<h3>Intel provides another Example of Communications in a Compute Culture</h3>
<p>The clash of these cultures is further exemplified by Intel&#8217;s failure to profit in the wireless systems arena, in spite of around $3B invested (Intel spent at least $1B to acquire DSP Communications in the late 1990s, and has since spent at least $1B promoting WiMax, not to mention its $1B investment into Clearwire, a WiMax service operator.) We claim this failure by Intel drives from its corporate DNA which is compute-centric, and thus doesn&#8217;t have a workable intuition and value system about the wireless world. In this regard, Intel&#8217;s successful compute-centric business ironically caused the huge success of WiFi because of Intel&#8217;s huge CPU volume shipping with integrated early WiFi chips.</p>
<h3>More Culture Wars</h3>
<p>The iPhone, while enormously successful, succeeds because of the excellent compute culture of Apple, just as Intel&#8217;s compute culture drives its success. The majority of software and silicon in the iPhone, as in every Smart Phone, is compute centric. Very little of the processor capacity is used for actual cellular or WiFi communications!</p>
<h3>Warning to Qualcomm</h3>
<p>By exactly the logic of the culture war, Qualcomm will face grave danger as it tries to include more compute centric devices and systems into its own phone designs and product offerings. Qualcomm, for example, purchased a display making firm and now is innovating the nature of cell phone displays. Qualcomm also is trying to promote video content for its video technology. These and other functions are quite different from the work of Qualcomm&#8217;s intensely communications centric engineers.</p>
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		<title>Cognitive Radio for Kids</title>
		<link>http://shannonbayes.com/cognitive-radio-for-kids/</link>
		<comments>http://shannonbayes.com/cognitive-radio-for-kids/#comments</comments>
		<pubDate>Tue, 06 Jul 2010 00:24:56 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Wireless]]></category>
		<category><![CDATA[Broadband]]></category>
		<category><![CDATA[Cognitive Radio]]></category>
		<category><![CDATA[FCC]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Sensors]]></category>
		<category><![CDATA[Wireless Policy]]></category>

		<guid isPermaLink="false">http://shannonbayes.com/?p=271</guid>
		<description><![CDATA[Nokia has produced a really cool animation about CR that can be enjoyed by everyone, even a policy maker. Thanks to Ozzie Diaz of Air [...]]]></description>
			<content:encoded><![CDATA[<p>Nokia has produced a really cool animation about CR that can be enjoyed by everyone, even a policy maker. Thanks to <a href="http://www.airpatrolcorp.com/directors.php">Ozzie Diaz</a> of Air Patrol Corp.</p>
<p><a href="http://www.youtube.com/watch?v=E3W43pyEgSk&amp;sns=em">Nokia Animation on Cognitive Radio.</a></p>
<p>Enjoy!</p>
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		<title>Cognitive Radio Presentation at Wireless Communications Alliance</title>
		<link>http://shannonbayes.com/cognitive-radio-presentation-at-wireless-communications-alliance/</link>
		<comments>http://shannonbayes.com/cognitive-radio-presentation-at-wireless-communications-alliance/#comments</comments>
		<pubDate>Sat, 27 Feb 2010 20:03:40 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Wireless]]></category>
		<category><![CDATA[Algorithms]]></category>
		<category><![CDATA[Broadband]]></category>
		<category><![CDATA[Cognitive Radio]]></category>
		<category><![CDATA[FCC]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[LTE]]></category>
		<category><![CDATA[Signal Processing]]></category>
		<category><![CDATA[Software Defined Radio]]></category>
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		<guid isPermaLink="false">http://shannonbayes.com/?p=263</guid>
		<description><![CDATA[On 2-25-10 we moderated a panel session of the Cognitive Radio Special Interest Group within the Wireless Communications Alliance. WCA is a Silicon Valley based [...]]]></description>
			<content:encoded><![CDATA[<p>On 2-25-10 we moderated a panel session of the Cognitive Radio Special Interest Group within the Wireless Communications Alliance. WCA is a Silicon Valley based organization that promotes education and connection in the wireless community.</p>
<p>Our briefing on Cognitive Radio is here.</p>
<p><a href="http://shannonbayes.com/wp-content/uploads/2010/02/CR_SIG_LMN_2-25-10-v8.pdf">CR_SIG_2-25-10 </a></p>
<p>Our major point is that to advance the effective use of limited spectrum, market and regulatory forces are more uncertain and dominant than technology, which is already being deployed within many standards.</p>
<p>The panelists and their presentations can be found here:</p>
<p><a href="http://www.wca.org/archives/2010">WCA Cognitive Radio presentations from panelists</a></p>
]]></content:encoded>
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		<title>Cognitive Radio in the News</title>
		<link>http://shannonbayes.com/cognitive-radio-in-the-news/</link>
		<comments>http://shannonbayes.com/cognitive-radio-in-the-news/#comments</comments>
		<pubDate>Tue, 09 Feb 2010 03:23:06 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Wireless]]></category>
		<category><![CDATA[Cognitive Radio]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Software Defined Radio]]></category>
		<category><![CDATA[Wireless Policy]]></category>

		<guid isPermaLink="false">http://shannonbayes.com/?p=253</guid>
		<description><![CDATA[It is notable that two major news outlets have featured Cognitive Radio very recently. First, EE Times has a great piece in conjunction with the [...]]]></description>
			<content:encoded><![CDATA[<p>It is notable that two major news outlets have featured Cognitive Radio very recently. First, EE Times has a great piece in conjunction with the opening day 8 FEB 10 of the International Solid State Circuits Conference in San Francisco. The <a href="http://bit.ly/bLkabz" target="_blank"><strong>article</strong> </a>most pertinently says this about &#8220;Cognitive Radio&#8221;:</p>
<blockquote><p><a href="http://www.eetimes.com/showArticle.jhtml;jsessionid=OZ0OFI532GF05QE1GHOSKH4ATMY32JVN?articleID=174900299" target="_blank"><strong>Defined by Joseph Mitola</strong></a>, the original coiner of the term as, &#8220;a really smart radio that would be self-aware, RF-aware, user-aware, and that would include language technology and machine vision along with a lot of high-fidelity knowledge of the radio environment,&#8221; cognitive radio has become a catch-all bucket for all sorts of radio intelligence. Got transmit power control? Definitely CR. Have adaptive frequency hopping? You&#8217;re in! Can your radio operate in more than one band? You&#8217;re a CR pioneer!</p>
<p>While all these &#8216;features&#8217; are elements of what Mitola had in mind, the true vision goes way beyond these singular advancements into truly &#8216;intelligent&#8217; radios that can operate in and avoid interference in any band based on a priori knowledge to predict what bands are open, where interference may come from and what the user&#8217;s application may be. Much of the intelligence for this will reside at a higher level in software, but the capability to act upon and take advantage of that intelligence depends on advancing the state of the art in radio design. That&#8217;s where <a href="http://www.isscc.org/isscc/index.htm" target="_blank"><strong>ISSCC</strong></a><strong> </strong>comes in.</p></blockquote>
<p>Even with the various interpretations of the term Cognitive Radio, it is a very lively product development activity. CR is real today and is most readily understood as a variety of techniques used to install adaption and goal seeking into transceivers. These advances will clearly use bandwidth more effectively.</p>
<p>At the layman level, the San Jose Mercury News has an <a href="http://bit.ly/bohEsv" target="_blank"><strong>article </strong></a>about the exploding demand for bandwidth and how the FCC&#8217;s efforts to provide more spectrum can collide with other FCC initiatives. For example, spectrum can be more effectively allocated by various pricing mechanisms, but these in turn affect the proposed policy of &#8220;net neutrality&#8221;, in which telecom operators are forbidden to distinguish types of traffic for purposes of network management.</p>
]]></content:encoded>
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		<title>Smart Phone Bill of Materials Good for CR?</title>
		<link>http://shannonbayes.com/smart-phone-bill-of-materials-good-for-cr/</link>
		<comments>http://shannonbayes.com/smart-phone-bill-of-materials-good-for-cr/#comments</comments>
		<pubDate>Mon, 25 Jan 2010 16:08:30 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Cellular]]></category>
		<category><![CDATA[Wireless]]></category>
		<category><![CDATA[Broadband]]></category>
		<category><![CDATA[Cognitive Radio]]></category>
		<category><![CDATA[FCC]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Geo-Location]]></category>
		<category><![CDATA[LTE]]></category>
		<category><![CDATA[Sensors]]></category>
		<category><![CDATA[Signal Processing]]></category>
		<category><![CDATA[Software Defined Radio]]></category>
		<category><![CDATA[Wireless Policy]]></category>

		<guid isPermaLink="false">http://shannonbayes.com/?p=235</guid>
		<description><![CDATA[Cognitive Radio architectures and implementations require advanced signal processing. While the algorithms can be implemented in software, of course, the ability for RF systems to [...]]]></description>
			<content:encoded><![CDATA[<p>Cognitive Radio architectures and implementations require advanced signal processing. While the algorithms can be implemented in software, of course, the ability for RF systems to adapt is based on hardware. But given the small markets initially for CR systems, are such designs feasible in the world of dropping prices and relentless cost reductions that depend so much on high volume shipments? To get an indication of an answer, let&#8217;s look at Smart Phone technology and implementations. Here&#8217;s why: Smart Phones contain almost all known methods for transceiver and baseband design and implementations. For example, for 3G they use Multi-User Detection methods and Turbo Codes, both of which are extremely intensive signal processing modes. So they can be designed and implemented commercially.</p>
<p>Recently, the market research firm iSuppli released a &#8220;tear down&#8221; analysis&#8221; of several smart phones. Their teardown analysis of the actual phones reveals the costs in the end product&#8217;s bill of materials. You can read an article about this study in The Economist&#8217;s article: <a href="http://www.economist.com/businessfinance/displaystory.cfm?story_id=15330744">&#8220;The lowdown on teardowns&#8221;</a> . The results are shown below in Table 1. In Table 2 we simply show the costs normalized to each firm&#8217;s total Cost.</p>
<p>Table 1: Comparison of Component Costs in Four Smart Phones</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td width="118" valign="top"></td>
<td width="118" valign="top">Palm Pre</td>
<td width="118" valign="top">Apple iPhone</td>
<td width="118" valign="top">Toshiba TG01</td>
<td width="118" valign="top">Motorola Droid</td>
</tr>
<tr>
<td width="118" valign="top">Integrated Circuits</td>
<td width="118" valign="top">$83.96</td>
<td width="118" valign="top">$91.38</td>
<td width="118" valign="top">$68.39</td>
<td width="118" valign="top">$60.83</td>
</tr>
<tr>
<td width="118" valign="top">Display/Touchscreen</td>
<td width="118" valign="top">$38.80</td>
<td width="118" valign="top">$34.65</td>
<td width="118" valign="top">$35.30</td>
<td width="118" valign="top">$35.25</td>
</tr>
<tr>
<td width="118" valign="top">Mechanical + MEMS</td>
<td width="118" valign="top">$19.63</td>
<td width="118" valign="top">$17.80</td>
<td width="118" valign="top">$21.88</td>
<td width="118" valign="top">$20.23</td>
</tr>
<tr>
<td width="118" valign="top">Camera</td>
<td width="118" valign="top">$7.50</td>
<td width="118" valign="top">$9.35</td>
<td width="118" valign="top">$12.80</td>
<td width="118" valign="top">$14.25</td>
</tr>
<tr>
<td width="118" valign="top">Battery</td>
<td width="118" valign="top">$4.25</td>
<td width="118" valign="top">$5.07</td>
<td width="118" valign="top">$4.71</td>
<td width="118" valign="top">$4.25</td>
</tr>
<tr>
<td width="118" valign="top">Other</td>
<td width="118" valign="top">$16.51</td>
<td width="118" valign="top">$11.82</td>
<td width="118" valign="top">$30.60</td>
<td width="118" valign="top">$44.30</td>
</tr>
<tr>
<td width="118" valign="top">Total</td>
<td width="118" valign="top">$170.65</td>
<td width="118" valign="top">$170.07</td>
<td width="118" valign="top">$173.68</td>
<td width="118" valign="top">$179.11</td>
</tr>
</tbody>
</table>
<p>Table 2: Costs Normalized to each Firms&#8217;s Total Cost.</p>
<table border="1" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td width="118" valign="top"></td>
<td width="118" valign="top">Palm Pre</td>
<td width="118" valign="top">Apple iPhone</td>
<td width="118" valign="top">Toshiba TG01</td>
<td width="118" valign="top">Motorola Droid</td>
</tr>
<tr>
<td width="118" valign="top">Integrated Circuits</td>
<td width="118" valign="top">49%</td>
<td width="118" valign="top">54%</td>
<td width="118" valign="top">39%</td>
<td width="118" valign="top">34%</td>
</tr>
<tr>
<td width="118" valign="top">Display/Touchscreen</td>
<td width="118" valign="top">23%</td>
<td width="118" valign="top">20%</td>
<td width="118" valign="top">20%</td>
<td width="118" valign="top">20%</td>
</tr>
<tr>
<td width="118" valign="top">Mechanical + MEMS</td>
<td width="118" valign="top">12%</td>
<td width="118" valign="top">10%</td>
<td width="118" valign="top">13%</td>
<td width="118" valign="top">11%</td>
</tr>
<tr>
<td width="118" valign="top">Camera</td>
<td width="118" valign="top">4%</td>
<td width="118" valign="top">5%</td>
<td width="118" valign="top">7%</td>
<td width="118" valign="top">8%</td>
</tr>
<tr>
<td width="118" valign="top">Battery</td>
<td width="118" valign="top">2%</td>
<td width="118" valign="top">3%</td>
<td width="118" valign="top">3%</td>
<td width="118" valign="top">2%</td>
</tr>
<tr>
<td width="118" valign="top">Other</td>
<td width="118" valign="top">10%</td>
<td width="118" valign="top">7%</td>
<td width="118" valign="top">18%</td>
<td width="118" valign="top">25%</td>
</tr>
<tr>
<td width="118" valign="top">Total</td>
<td width="118" valign="top">100%</td>
<td width="118" valign="top">100%</td>
<td width="118" valign="top">100%</td>
<td width="118" valign="top">100%</td>
</tr>
</tbody>
</table>
<p>We take these quite low costs as signs current technology and design teams are competent to build any CR system desired over in the near future. Of course, we still don&#8217;t have clarity on the regulatory regime or markets&#8230;..such details!</p>
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		<title>Does White Space Want to be Free?</title>
		<link>http://shannonbayes.com/does-white-space-want-to-be-free/</link>
		<comments>http://shannonbayes.com/does-white-space-want-to-be-free/#comments</comments>
		<pubDate>Tue, 12 Jan 2010 23:08:24 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Wireless]]></category>
		<category><![CDATA[Cognitive Radio]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Geo-Location]]></category>
		<category><![CDATA[Software Defined Radio]]></category>
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		<guid isPermaLink="false">http://shannonbayes.com/?p=199</guid>
		<description><![CDATA[Anthropomorphizing about spectrum or information is pretty catchy, but weird. But maybe Google is even weirder when it offers to fund the creation and use of [...]]]></description>
			<content:encoded><![CDATA[<p>Anthropomorphizing about spectrum or information is pretty catchy, but weird. But maybe Google is even weirder when it offers to fund the creation and use of the white space frequency database. <a href="http://www.theregister.co.uk/2010/01/12/google_white_space/">See details here.</a></p>
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		<title>4G is Real in the USA</title>
		<link>http://shannonbayes.com/4g-is-real-in-the-usa/</link>
		<comments>http://shannonbayes.com/4g-is-real-in-the-usa/#comments</comments>
		<pubDate>Tue, 12 Jan 2010 23:07:07 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Cellular]]></category>
		<category><![CDATA[Broadband]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[LTE]]></category>
		<category><![CDATA[WiMax]]></category>

		<guid isPermaLink="false">http://shannonbayes.com/?p=193</guid>
		<description><![CDATA[We can cool the speculation about WiMax vs LTE, at least for a while. Clearwire&#8217;s deployments of WiMax have led to about 173,000 subscribers in USA [...]]]></description>
			<content:encoded><![CDATA[<p>We can cool the speculation about WiMax vs LTE, at least for a while. Clearwire&#8217;s deployments of WiMax have led to about 173,000 subscribers in USA alone, with 30M people covered in 29 USA cities. So it appears the answer to the question &#8220;Is WiMax real?&#8221; is YES. Actually, if the question is &#8220;Is LTE real?&#8221;, then the answer now is NO. But, of course, LTE will eventually be deployed almost universally by the mobile carriers.</p>
<p>The most likely outcome, in our humble opinion, is that WiMAx will be a de facto monopoly in wireless broadband, until LTE finally deploys. Then, given the usual insatiable demand for bandwidth, both WiMax and LTE will co-exist. We seriously doubt that either of these deep technologies, repleat with financially heavy duty backers, will fail.</p>
<p><a href="http://spectrum.ieee.org/telecom/standards/4g-in-the-usa">See IEEE Spectrum for more.</a></p>
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		<title>Google Nexus One is a &#8220;Platform&#8221; for Social Networking and Augmented Reality</title>
		<link>http://shannonbayes.com/google-nexus-one-is-a-platform-for-social-networking-and-augmented-reality/</link>
		<comments>http://shannonbayes.com/google-nexus-one-is-a-platform-for-social-networking-and-augmented-reality/#comments</comments>
		<pubDate>Fri, 08 Jan 2010 05:52:50 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Cellular]]></category>
		<category><![CDATA[Platform]]></category>
		<category><![CDATA[Sensors]]></category>
		<category><![CDATA[Algorithms]]></category>
		<category><![CDATA[Augmented Reality]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Geo-Location]]></category>
		<category><![CDATA[Medical Emission]]></category>
		<category><![CDATA[Signal Processing]]></category>
		<category><![CDATA[Social Networking]]></category>
		<category><![CDATA[Wireless]]></category>

		<guid isPermaLink="false">http://shannonbayes.com/?p=169</guid>
		<description><![CDATA[Google&#8217;s 5 JAN 10 launch of the Nexus One smart phone has captured attention in two main areas: it&#8217;s capability as a smart phone, especially [...]]]></description>
			<content:encoded><![CDATA[<p>Google&#8217;s 5 JAN 10 launch of the Nexus One smart phone has captured attention in two main areas: it&#8217;s capability as a smart phone, especially in comparison to the Apple iPhone, and the business model Google has adopted, in which it will sell the phone online, unlocked , and also offer an online store. We find another aspect of this phone much more compelling: it&#8217;s potential as a full-fledged life support tool. The Nexus One is not unique in this regard, but it substantially adds user choice to the iPhone and other smart phones.</p>
<p>The ubiquitous mobile phone is emerging as one of the most important sources of data about people. Every time someone uses a mobile phone, information can be collected, stored and analyzed, including the phone&#8217;s time stamped geo-location, characterisitcs of the user&#8217;s voice patterns deduced by signal processing on-phone or at operator facilties, imagery directed by the user, medical emissions and physical activity. This large array of possible applications is enabled by a variety of measurements taken by the sensors on the phone. The  data is processed on phone and in the network. By using measurements from many cell phone users, &#8220;crowd sourcing&#8221;, or distributed computation for applications, can be accomplished.</p>
<p>The Nexus One platform sports these sensors: a 5-megapixel camera with a Xenon flash, a light sensor, proximity sensor, an accelerometer and GPS receiver.</p>
<p>Here is a list of some generic sensor types and possible applications:</p>
<table border="0" cellspacing="0" cellpadding="0">
<tbody>
<tr>
<td width="132" valign="top"><strong>User   Parameter</strong></td>
<td width="388" valign="top"><strong>Example   Application</strong></td>
</tr>
<tr>
<td width="132" valign="top">Geo-Location</td>
<td width="388" valign="top">Navigation,   Social Networking</td>
</tr>
<tr>
<td width="132" valign="top">Image   sensor</td>
<td width="388" valign="top">Camera,   barcode detection; crowd-sourced surveillance</td>
</tr>
<tr>
<td width="132" valign="top">Proximity   sensor</td>
<td width="388" valign="top">Enables   screen on/off power management based on proximity to head</td>
</tr>
<tr>
<td width="132" valign="top">Accelerometer</td>
<td width="388" valign="top">screen   orientation; determine speed of fall and provide medical alert; crowd-sourced   earthquake detection;</td>
</tr>
<tr>
<td width="132" valign="top">Smoke   detector</td>
<td width="388" valign="top">Enable   crowd-sourced fire location</td>
</tr>
<tr>
<td width="132" valign="top">Chemical</td>
<td width="388" valign="top">Enable   crowd-sourced toxin detection</td>
</tr>
</tbody>
</table>
<p><strong><br />
</strong></p>
]]></content:encoded>
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		</item>
		<item>
		<title>Enterprise Risk Management Symposium</title>
		<link>http://shannonbayes.com/enterprise-risk-management-symposium/</link>
		<comments>http://shannonbayes.com/enterprise-risk-management-symposium/#comments</comments>
		<pubDate>Mon, 21 Dec 2009 05:45:56 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Risk Management]]></category>
		<category><![CDATA[Algorithms]]></category>
		<category><![CDATA[Prediction]]></category>

		<guid isPermaLink="false">http://shannonbayes.rocketcap.com/enterprise-risk-management-symposium/</guid>
		<description><![CDATA[Markets can be constructed in which the price of a traded contract is an accurate forecast for the outcome of an event of interest to [...]]]></description>
			<content:encoded><![CDATA[<p>Markets can be constructed in which the price of a traded contract is an accurate forecast for the outcome of an event of interest to the firm. See Lloyd&#8217;s briefing to the ERM Symposium.</p>
<p><a href="../_Risk/ERM_E6_LMN_%20v2.pps"></a><a href="http://shannonbayes.com/_Risk/ERM_E6_LMN_%20v2.pps"><a href="http://shannonbayes.com/wp-content/uploads/2009/12/ERM_E6_LMN_v2.pps">Download &#8220;Prediction Markets</a>&#8221;<br />
</a></p>
]]></content:encoded>
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		<slash:comments>0</slash:comments>
		</item>
		<item>
		<title>Cognitive Radio</title>
		<link>http://shannonbayes.com/cognitive-radio/</link>
		<comments>http://shannonbayes.com/cognitive-radio/#comments</comments>
		<pubDate>Mon, 21 Dec 2009 04:46:25 +0000</pubDate>
		<dc:creator>admin</dc:creator>
				<category><![CDATA[Wireless]]></category>
		<category><![CDATA[Algorithms]]></category>
		<category><![CDATA[Cognitive Radio]]></category>
		<category><![CDATA[FCC]]></category>
		<category><![CDATA[Featured]]></category>
		<category><![CDATA[Game Theory]]></category>
		<category><![CDATA[Software Defined Radio]]></category>
		<category><![CDATA[Wireless Policy]]></category>

		<guid isPermaLink="false">http://shannonbayes.rocketcap.com/?p=34</guid>
		<description><![CDATA[The FCC wants to get substantially better use of spectrum, and they advocate using economic principles of competition to guide allocations. Only by using Cognitive [...]]]></description>
			<content:encoded><![CDATA[<p>The FCC wants to get substantially better use of spectrum, and they advocate using economic principles of competition to guide allocations. Only by using Cognitive Radio (CR) and Software Defined Radio (SDR) technologies can this vision be captured.</p>
<p>See Lloyd Nirenberg&#8217;s presentation to the Wireless Communications Alliance on 20 SEPT 05. He shows how new research about &#8220;Spectrum Games&#8221; will enable economic concerns to guide allocations and enable unlicensed bands to increase their capacity. New wireless businesses will emerge from CR and SDR technologies combined with Spectrum Games.<br />
<a href="http://shannonbayes.com/_Spectrum%20Games/WCA_9-20-05_R1_v18_SHOW.pps"><br />
</a><a href="http://shannonbayes.com/wp-content/uploads/2009/12/WCA_9-20-05_R1_v18_SHOW.pps">Download &#8220;Let the Spectrum Games Begin</a>&#8220;</p>
]]></content:encoded>
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