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Lecture Series in Mobile Telecommunications and Networks (1583KB)

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As an aside, I was read<strong>in</strong>g a few of the transcripts of previous<br />

lectures before I came here. I noticed that <strong>in</strong> Joseph<br />

McGeehan’s lecture, he was talk<strong>in</strong>g about software radio <strong>and</strong><br />

cognitive radio as well, <strong>and</strong> mak<strong>in</strong>g very <strong>in</strong>terest<strong>in</strong>g po<strong>in</strong>ts<br />

about how a great deal of the technologies , when he<br />

designed radios <strong>in</strong> the 70s <strong>and</strong> 80s, had that k<strong>in</strong>d of<br />

configurability <strong>in</strong> them. He made the statement that there is<br />

very little that is new under the sun. To a large extent, much of<br />

the technology that we see emerg<strong>in</strong>g is based on ideas that<br />

have been around for a while, or there are now techniques<br />

that allow those ideas to be put <strong>in</strong>to practice. Cognitive radio<br />

is def<strong>in</strong>itely the buzzword of the moment.<br />

Another way that it is useful to th<strong>in</strong>k about it – <strong>and</strong> this is the<br />

term<strong>in</strong>ology that was co<strong>in</strong>ed orig<strong>in</strong>ally at Virg<strong>in</strong>ia Tech <strong>in</strong> the US – is to talk about radio that has meters <strong>and</strong> knobs.<br />

A cognitive radio has a whole load of knobs, which you can set anyway you want, <strong>and</strong> you have some meters that are<br />

used to observe the outside world. You then have the bra<strong>in</strong> which makes some k<strong>in</strong>d of decision about how to set those<br />

knobs <strong>in</strong> the best possible way <strong>and</strong> <strong>in</strong> l<strong>in</strong>e with whatever observations were made with the meters.<br />

If you look at the literature on cognitive radio, n<strong>in</strong>e out of 10 times, people talk about cognitive radio be<strong>in</strong>g used for<br />

dynamic spectrum access techniques. When you go back to the measurements that I showed when we looked at the<br />

overlay <strong>and</strong> underlay techniques, most people are <strong>in</strong>terested <strong>in</strong> how you create cognitive radio to sculpt the signal to fit<br />

<strong>in</strong>to one of those holes, or sneak the signal underneath the others.<br />

Acknowledg<strong>in</strong>g that, I want to talk about cognitive radio a little <strong>and</strong> then br<strong>in</strong>g this back to the wider discussion about<br />

spectrum.<br />

Here is a cognitive radio that has lots of knobs. This is a busy slide with a great deal of detail on it but, essentially, <strong>in</strong><br />

recent years people have designed every <strong>and</strong> any k<strong>in</strong>d of software radio, with all parameters up for grabs. In this<br />

particular case, it is a k<strong>in</strong>d of generic, multi-carrier CDMA/OFDM radio. By sett<strong>in</strong>g various k<strong>in</strong>ds of parameters, you can<br />

turn it from one to the other or, by add<strong>in</strong>g new components, you can make it behave <strong>in</strong> different ways. You can see<br />

plenty of examples of this k<strong>in</strong>d of th<strong>in</strong>g <strong>and</strong>, <strong>in</strong> this particular case, it is aga<strong>in</strong> focused on dynamic spectrum access.<br />

In this case there is a primary user which transmits a DBPSK<br />

signal, <strong>and</strong> there is the secondary user which uses DS-CDMA<br />

signal. It, the secondary user, wants to co-exist with this<br />

primary user, so it notices that it cannot co-exist <strong>in</strong> its current<br />

form. It adds another block <strong>in</strong>to this system <strong>and</strong>, through<br />

do<strong>in</strong>g that, it is able to do what we call sub-carrier selective,<br />

multi-carrier CDMA – <strong>in</strong> other words, it sculpts itself <strong>in</strong>to a<br />

different shape, to fit around the exist<strong>in</strong>g user. We see lots of<br />

examples of this k<strong>in</strong>d of work. The ma<strong>in</strong> po<strong>in</strong>t to take from<br />

here is that a lot of software radio research that we see <strong>in</strong> the<br />

world today has come up with a great many different ways of<br />

mak<strong>in</strong>g every s<strong>in</strong>gle parameter of a radio a variable that can<br />

be set as desired <strong>and</strong> when desired.<br />

The other po<strong>in</strong>t is that there are better ways be<strong>in</strong>g developed all the time <strong>in</strong> the bra<strong>in</strong> section of the radio. With all these<br />

parameters that can be set, there needs to be means of decid<strong>in</strong>g how they should be set <strong>and</strong> this is where the bra<strong>in</strong> of<br />

the cognitive radio comes <strong>in</strong>.<br />

On this slide I have referenced a piece of research by Tom Rondeau. Tom designed a cognitive eng<strong>in</strong>e based around<br />

genetic algorithms <strong>and</strong> case based reason<strong>in</strong>g, <strong>in</strong> order to be what he called ‘multi-objective’ optimisation. In other words<br />

his radio makes decisions on its performance characteristics us<strong>in</strong>g multi-objective optimisation.<br />

30 The Royal Academy of Eng<strong>in</strong>eer<strong>in</strong>g

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