Solution Manual for Adaptive Filter Theory 5th Edition Haykin 013267145X 9780132671453

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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.

Language: English
ISBN-10: 013267145X
ISBN-13: 978-0132671453
ISBN-13: 9780132671453

Auther: Simon O. Haykin

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Table of Content:

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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