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Compressive Sensing...

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Lemon Tree...
Posted: Sun Aug 16, 2009 2:54 pm
Guest
There is some pretty amazing work being done on Compressive Sensing at
the moment. Really it offers very lightweight compression of sensor
signals (allowing the data to be compressed by a cheap microcontroller
for example). Followed by more complex decompression on say a PC.
It's repercussions go way beyond that however into AI and data fusion.
There is an introductory article here:
http://www.americanscientist.org/issues/pub/2009/4/the-best-bits

I also have a very simple but effective Moving Average Filter based
Compressive Sensing algorithm here:
http://code.google.com/p/lemontree/downloads/list

Not much to do with fractals you might complain. True but a random
projection is just a weak hashing algorithm.
A fractal is a hashing algorithm for real numbers. Perhaps later
random projections and fractals can be put together to do even greater
things with compressive sensing. And hello again to everyone here!

Sean O'Connor
 
 
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