Simon Haykin: Adaptive Filter Theory

Cover: 9780273764083 | Adaptive Filter Theory | Simon Haykin | Taschenbuch | Englisch | 2013

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Sprache: Englisch

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Beschreibung

<> Adaptive Filter Theory, 5e, is ideal for courses in Adaptive Filters.Haykin examines both the mathematical theory behind various linear adaptive filters and the elements of supervised multilayer perceptrons. In its fifth edition, this highly successful book has been updated and refined to stay current with the field and develop concepts in as unified and accessible a manner as possible.

Über den Autor

Simon Haykin received his [...]. (First-class Honours), Ph.D., and [...]., all in Electrical Engineering from the University of Birmingham, England. He is a Fellow of the Royal Society of Canada, and a Fellow of the Institute of Electrical and Electronics Engineers. He is the recipient of the Henry Booker Gold Medal from URSI, 2002, the Honorary Degree of Doctor of Technical Sciences from ETH Zentrum, Zurich, Switzerland, 1999, and many other medals and [...] is a pioneer in adaptive signal-processing with emphasis on applications in radar and communications, an area of research which has occupied much of his professional life.

Inhaltsverzeichnis

Chapter 1 Stochastic Processes and Models
Chapter 2 Wiener Filters
Chapter 3 Linear Prediction
Chapter 4 Method of Steepest Descent
Chapter 5 Method of Stochastic Gradient Descent
Chapter 6 The Least-Mean-Square (LMS) Algorithm
Chapter 7 Normalized Least-Mean-Square (LMS) Algorithm and Its Generalization
Chapter 8 Block-Adaptive Filters
Chapter 9 Method of Least Squares
Chapter 10 The Recursive Least-Squares (RLS) Algorithm
Chapter 11 Robustness
Chapter 12 Finite-Precision Effects
Chapter 13 Adaptation in Nonstationary Environments
Chapter 14 Kalman Filters
Chapter 15 Square-Root Adaptive Filters
Chapter 16 Order-Recursive Adaptive Filters
Chapter 17 Blind Deconvolution

Details

Erscheinungsjahr:	2013
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9780273764083
ISBN-10:	027376408X
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Haykin, Simon
Auflage:	5. Auflage
Hersteller:	Pearson Pearson Business Pearson Education Limited
Verantwortliche Person für die EU:	Financial Times Prent., St.-Martin-Str. 82, D-81541 München, salesde@pearson.com
Maße:	235 x 178 x 49 mm
Von/Mit:	Simon Haykin
Erscheinungsdatum:	26.07.2013
Gewicht:	1,552 kg