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Cognitive Dynamic Systems
Perception-action Cycle, Radar and Radio
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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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Cambridge University Press; February 2012
324 pages; ISBN 9781139119023
Read online, or download in secure PDF format
324 pages; ISBN 9781139119023
Read online, or download in secure PDF format
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1139119028
9780521114363
9781139119023