Adaptive Filters Theory and Applications / Edition 1

Adaptive Filters Theory and Applications / Edition 1

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by B. Farhang-Boroujeny
     
 

This enlightened engineering approach to the study of adaptive filters employs MATLAB? computer simulations to clarify theoretical results. A highly accessible text, Adaptive Filters elucidates the concept of convergence and provides many application examples. The comprehensive coverage includes the theory of Wiener filters, eigenanalysis, the completeSee more details below

Overview

This enlightened engineering approach to the study of adaptive filters employs MATLAB? computer simulations to clarify theoretical results. A highly accessible text, Adaptive Filters elucidates the concept of convergence and provides many application examples. The comprehensive coverage includes the theory of Wiener filters, eigenanalysis, the complete family of LMS-based algorithms, recursive least-squares and a new treatment of tracking. Features include:

  • Accompanying diskette containing the MATLAB programs used throughout the book and providing an insight into adaptive filtering concepts
  • End-of-chapter exercises designed to extend results developed in the text and to sharpen the reader?s skill in theoretical development
  • MATLAB-based simulation problems which will enhance understanding of the behaviour of different adaptive algorithms
  • Thorough treatment of transform domain, frequency domain and subband adaptive filters
  • Section on eigenanalysis presenting the essential mathematics for the study of filters
A valuable student resource and an essential technical reference for signal processing engineers in industry, Adaptive Filters presents a broad subject overview with emphasis on new developments and popular applications.

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Product Details

ISBN-13:
9780471983378
Publisher:
Wiley
Publication date:
01/28/1999
Edition description:
Older Edition
Pages:
548
Product dimensions:
6.87(w) x 9.82(h) x 1.48(d)

Table of Contents

Discrete-Time Signals and Systems.

Wiener Filters.

Eigenanalysis and the Performance Surface.

Search Methods.

The LMS Algorithm.

Transform Domain Adaptive Filters.

Block Implementation of Adaptive Filters.

Subband Adaptive Filters.

IIR Adaptive Filters.

Lattice Filters.

Method of Least Squares.

Fast RLS Algorithms.

Tracking.

Appendix.

References.

Index.

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