Overview

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.

Full Product Details

Author:   Simon Haykin
Publisher:   Pearson Education Limited
Imprint:   Pearson Education Limited
Edition:   5th edition
Dimensions:   Width: 17.60cm , Height: 4.60cm , Length: 23.40cm
Weight:   1.380kg
ISBN:  

9780273764083

ISBN 10:   027376408
Pages:   912
Publication Date:   26 July 2013
Audience:   College/higher education ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active
Availability:   In stock  
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Table of Contents

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

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Author Information

Simon Haykin received his B.Sc. (First-class Honours), Ph.D., and D.Sc., 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 prizes. He 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.

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