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

By: Resource type: Ressourcentyp: Buch (Online)Book (Online)Language: English Publisher: Cambridge : Cambridge University Press, 2012Description: 1 Online-Ressource (xii, 309 pages) : digital, PDF file(s)ISBN:
  • 9780511818363
Subject(s): Additional physical formats: 9780521114363. | Erscheint auch als: Cognitive dynamic systems. Druck-Ausgabe Cambridge : Cambridge University Press, 2012. XII, 309 S.DDC classification:
  • 003/.7 23
MSC: MSC: *94-01 | 94A05 | 94A12RVK: RVK: ZN 6040LOC classification:
  • Q325
DOI: DOI: 10.1017/CBO9780511818363Online resources: 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 fieldSummary: 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. EpiloguePPN: PPN: 883406640Package identifier: Produktsigel: ZDB-20-CTM | ZDB-20-CBO
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