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

By:

Haykin, Simon S

Material type: Text

TextPublication details: Cambridge ; New York : Cambridge University Press, 2012.Description: xii, 309 p. : ill. (some col.)ISBN:

9780521114363 (hardback)
0521114365 (hardback)

Subject(s):

DDC classification:

003.7

Online resources:

Online Resource

Contents:

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.

Summary: "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"--

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Holdings
Item type	Current library	Home library	Collection	Call number	Status	Date due	Barcode
Book	Dept. of Optoelectronics Processing Center	Dept. of Optoelectronics	Non-fiction	003.7 HAY/C (Browse shelf(Opens below))	Available		DOP2249

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Previous	001.42 PRA/R Research methodology for scientific research	003 CHE/S Signals and systems /	003.54 CHI/I Information theory and coding	003.7 HAY/C Cognitive dynamic systems : perception--action cycle, radar, and radio /	004.0151 YEU/I Information theory and network coding/	004.165 TAL/M Mobile Computing: technology, applications and service creation/	004.6 BER/D Data Networks/	Next

Includes bibliographical references (p. [297]-305) and index.

"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"--

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