Adaptive Filtering

Author:   Paulo S. R. Diniz
Publisher:   Springer-Verlag New York Inc.
Edition:   3rd ed. Softcover of orig. ed. 2008
ISBN:  

9781441940629


Pages:   652
Publication Date:   29 October 2010
Format:   Paperback
Availability:   Out of stock   Availability explained


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Adaptive Filtering


Overview

This book presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner, using clear notations that facilitate actual implementation. Important algorithms are described in detailed tables which allow the reader to verify learned concepts. The book covers the family of LMS and algorithms as well as set-membership, sub-band, blind, IIR adaptive filtering, and more. The book is also supported by a web page maintained by the author.

Full Product Details

Author:   Paulo S. R. Diniz
Publisher:   Springer-Verlag New York Inc.
Imprint:   Springer-Verlag New York Inc.
Edition:   3rd ed. Softcover of orig. ed. 2008
Dimensions:   Width: 17.80cm , Height: 3.30cm , Length: 25.40cm
Weight:   1.114kg
ISBN:  

9781441940629


ISBN 10:   1441940626
Pages:   652
Publication Date:   29 October 2010
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Out of Print
Availability:   Out of stock   Availability explained

Table of Contents

Introduction to Adaptive Filtering.- Fundamentals of Adaptive Filtering.- The Least-Mean-Square (LMS) Algorithm.- LMS-Based Algorithms.- Conventional RLS Adaptive Filter.- Data-Selective Adaptive Filtering.- Adaptive Lattice-Based RLS Algorithms.- Fast Transversal RLS Algorithms.- QR-Decomposition-Based RLS Filters.- Adaptive IIR Filters.- Nonlinear Adaptive Filtering.- Subband Adaptive Filters.- Blind Adaptive Filtering.- Appendix A: Complex Differentiation.- Appendix B: Quantization Effects in the LMS Algorithm.- Appendix C: Quantization Effects in the RLS Algorithm.- Appendix D: Kalman Filters.

Reviews

From the reviews of the third edition: This text concentrates on studying on-line algorithms, those whose adaptation occurs whenever a new sample of each environment signal is available. ! This edition also includes basic introductions to nonlinear adaptive filtering and blind signal processing as natural extensions of the algorithms ! . The book is of great importance for digital signal processing undergraduate and graduate courses in universities. (George S. Stavrakakis, Zentralblatt MATH, Vol. 1155, 2009) The book titled 'Adaptive Filtering: Algorithms and Practical Implementation,' Third Edition, by Paulo S. R. Diniz replaces two previous editions. This new edition has improved significantly upon those two editions. ! The book is also very practical. To attest to its suitability as a teaching text, the author has given a number of carefully developed examples which are useful ! to students. ! Overall, the book is excellent for teaching the subject of adaptive signal processing and enhances the landscape of textbooks on the subject. (Tokunbo Ogunfunmi, IEEE Communications Magazine, October, 2009)


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