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Cognitive dynamic systems : = percep...

Haykin, Simon S., (1931-)

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Cognitive dynamic systems : = perception--action cycle, radar, and radio /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Cognitive dynamic systems :/ Simon Haykin.
Reminder of title:	perception--action cycle, radar, and radio /
Author:	Haykin, Simon S.,
Description:	1 online resource (xii, 309 pages) :digital, PDF file(s).
Notes:	Title from publisher's bibliographic system (viewed on 05 Oct 2015).
[NT 15003449]:	1. 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.
Subject:	Self-organizing systems. -
Online resource:	http://dx.doi.org/10.1017/CBO9780511818363
ISBN:	9780511818363 (ebook)

Cognitive dynamic systems : = perception--action cycle, radar, and radio /
Haykin, Simon S.,1931-

Cognitive dynamic systems :perception--action cycle, radar, and radio /Simon Haykin. - 1 online resource (xii, 309 pages) :digital, PDF file(s).

Title from publisher's bibliographic system (viewed on 05 Oct 2015).

1. 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.

The 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.

ISBN: 9780511818363 (ebook)Subjects--Topical Terms:

556938
Self-organizing systems.

LC Class. No.: Q325 / .H39 2012

Dewey Class. No.: 003/.7

Cognitive dynamic systems : = perception--action cycle, radar, and radio /
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245 1 0 $a Cognitive dynamic systems : $b perception--action cycle, radar, and radio / $c Simon Haykin.
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500 $a Title from publisher's bibliographic system (viewed on 05 Oct 2015).
505 0 $a 1. 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.
520 $a The 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.
650 0 $a Self-organizing systems. $3 556938
650 0 $a Cognitive radio networks. $3 628882
776 0 8 $i Print version: $z 9780521114363
856 4 0 $u http://dx.doi.org/10.1017/CBO9780511818363