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101 0 $aeng
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181   $ctxt$2rdacontent
182   $cc$2rdamedia
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200 10$aCognitive dynamic systems $eperception--action cycle, radar, and radio /$fSimon Haykin
205   $a1st ed.
210   $aCambridge ;$aNew York $cCambridge University Press$d2012
215   $a1 online resource (xii, 309 pages) $cdigital, PDF file(s)
300   $aTitle from publisher's bibliographic system (viewed on 05 Oct 2015).
311   $a1-139-11902-8 
311   $a0-521-11436-5 
320   $aIncludes bibliographical references (p. [297]-305) and index.
327   $a1. Introduction --  2. The perception-action cycle -- 3. Power-spectrum estimation for sensing the environment -- 4. Bayesian filtering for state estimation of the environment -- 5. Dynamic programming for action in the environment -- 6. Cognitive radar -- 7. Cognitive radio -- 8. Epilogue.
330   $aThe principles of cognition are becoming increasingly important in the areas of signal processing, communications and control. In this groundbreaking book, Simon Haykin, a pioneer in the field and an award-winning researcher, educator and author, sets out the fundamental ideas of cognitive dynamic systems. Weaving together the various branches of study involved, he demonstrates the power of cognitive information processing and highlights a range of future research directions. The book begins with a discussion of core topics such as cognition and sensing, dealing, in particular, with the perception-action cycle. Bayesian filtering, machine learning and dynamic programming are then addressed. Building on these foundations, there is detailed coverage of two important practical applications, cognitive radar and cognitive radio. Blending theory and practice, this insightful book is aimed at all graduate students and researchers looking for a thorough grounding in this fascinating field.
606   $aSelf-organizing systems
606   $aCognitive radio networks
615  0$aSelf-organizing systems.
615  0$aCognitive radio networks.
676   $a003/.7
700   $aHaykin$b Simon S.$f1931-$08857
801  0$bMiAaPQ
801  1$bMiAaPQ
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906   $aBOOK
912   $a9910815147203321
996   $aCognitive dynamic systems$93925796
997   $aUNINA