The Springer International Series in Engineering and Computer Science

Adaptive Filtering

Algorithms and Practical Implementation

Authors: Diniz, Paulo S.R.

  • Presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation

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eBook $69.99
price for USA (gross)
  • ISBN 978-1-4757-3637-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
About this Textbook

Adaptive Filtering: Algorithms and Practical Implementation, Second Edition, presents a concise overview of adaptive filtering, covering as many algorithms as possible in a unified form that avoids repetition and simplifies notation. It is suitable as a textbook for senior undergraduate or first-year graduate courses in adaptive signal processing and adaptive filters. The philosophy of the presentation is to expose the material with a solid theoretical foundation, to concentrate on algorithms that really work in a finite-precision implementation, and to provide easy access to working algorithms. Hence, practicing engineers and scientists will also find the book to be an excellent reference.
This second edition contains a substantial amount of new material:

-Two new chapters on nonlinear and subband adaptive filtering;
-Linearly constrained Weiner filters and LMS algorithms;
-LMS algorithm behavior in fast adaptation;
-Affine projection algorithms;
-Derivation smoothing;
-MATLAB codes for algorithms.

Table of contents (12 chapters)

  • Introduction to Adaptive Filtering

    Ramirez, Paulo Sergio

    Pages 1-14

  • Fundamentals of Adaptive Filtering

    Ramirez, Paulo Sergio

    Pages 15-77

  • The Least-Mean-Square (LMS) Algorithm

    Ramirez, Paulo Sergio

    Pages 79-138

  • LMS-Based Algorithms

    Ramirez, Paulo Sergio

    Pages 139-193

  • Conventional RLS Adaptive Filter

    Ramirez, Paulo Sergio

    Pages 195-233

Buy this book

eBook $69.99
price for USA (gross)
  • ISBN 978-1-4757-3637-3
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive Filtering
Book Subtitle
Algorithms and Practical Implementation
Authors
Series Title
The Springer International Series in Engineering and Computer Science
Series Volume
694
Copyright
2002
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4757-3637-3
DOI
10.1007/978-1-4757-3637-3
Series ISSN
0893-3405
Edition Number
2
Number of Pages
XXI, 568
Number of Illustrations and Tables
68 b/w illustrations
Topics