Cognitive dynamic systems : perception--action cycle, radar, and radio / Simon Haykin
| データ種別 | 電子書籍 |
|---|---|
| 出版者 | Cambridge ; New York : Cambridge University Press |
| 出版年 | 2012 |
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| 書誌ID | OB00050269 |
|---|---|
| 本文言語 | 英語 |
| 一般注記 | Includes bibliographical references (p. [297]-305) and index 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. License restrictions may limit access 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"-- Provided by publisher |
| 著者標目 | *Haykin, Simon S. 1931- |
| 件 名 | LCSH:Self-organizing systems LCSH:Cognitive radio networks |
| 分 類 | LCC:Q325 DC23:003/.7 |
| 巻冊次 | hardback ; ISBN:9780521114363 RefWorks出力（各巻） hardback ; ISBN:0521114365 RefWorks出力（各巻） |
| 資料種別 | 機械可読データファイル |
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※2020年8月16日以降