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Adaptive Filtering

Algorithms and Practical Implementation

Authors: Diniz, Paulo S. R.

  • Presents adaptive filtering algorithms in a unified framework and using a clear notation that facilitates their actual implementation
  • Accompanying supplementary material including password- protected Instructor Solutions Manual,  Slides in PDF and user-friendly MATLAB package available for download
  • Many analytical and practical examples are included in the text
  • Covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as non-linear, sub-band, blind and IIR adaptive filtering
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eBook $89.00
price for USA
  • ISBN 978-1-4614-4106-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $119.00
price for USA
  • ISBN 978-1-4614-4105-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.00
price for USA
  • ISBN 978-1-4899-7389-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
About this Textbook

In the fourth edition of Adaptive Filtering: Algorithms and Practical Implementation, author Paulo S.R. Diniz presents the basic concepts of adaptive signal processing and adaptive filtering in a concise and straightforward manner. The main classes of adaptive filtering algorithms are presented in a unified framework, using clear notations that facilitate actual implementation.

The main algorithms are described in tables, which are detailed enough to allow the reader to verify the covered concepts. Many examples address problems drawn from actual applications. New material to this edition includes:

  • Analytical and simulation examples in Chapters 4, 5, 6 and 10
  • Appendix E, which summarizes the analysis of set-membership algorithm
  • Updated problems and references

Providing a concise background on adaptive filtering, this book covers the family of LMS, affine projection, RLS and data-selective set-membership algorithms as well as nonlinear, sub-band, blind, IIR adaptive filtering, and more.

Several problems are included at the end of chapters, and some of these problems address applications. A user-friendly MATLAB package is provided where the reader can easily solve new problems and test algorithms in a quick manner. Additionally, the book provides easy access to working algorithms for practicing engineers.

Table of contents (19 chapters)

  • Introduction to Adaptive Filtering

    Diniz, Paulo S. R.

    Pages 1-11

  • Fundamentals of Adaptive Filtering

    Diniz, Paulo S. R.

    Pages 13-78

  • The Least-Mean-Square (LMS) Algorithm

    Diniz, Paulo S. R.

    Pages 79-135

  • LMS-Based Algorithms

    Diniz, Paulo S. R.

    Pages 137-207

  • Conventional RLS Adaptive Filter

    Diniz, Paulo S. R.

    Pages 209-247

Buy this book

eBook $89.00
price for USA
  • ISBN 978-1-4614-4106-9
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Download immediately after purchase
Hardcover $119.00
price for USA
  • ISBN 978-1-4614-4105-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $119.00
price for USA
  • ISBN 978-1-4899-7389-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Rent the ebook  
  • Rental duration: 1 or 6 month
  • low-cost access
  • online reader with highlighting and note-making option
  • can be used across all devices
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Bibliographic Information

Bibliographic Information
Book Title
Adaptive Filtering
Book Subtitle
Algorithms and Practical Implementation
Authors
Copyright
2013
Publisher
Springer US
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4614-4106-9
DOI
10.1007/978-1-4614-4106-9
Hardcover ISBN
978-1-4614-4105-2
Softcover ISBN
978-1-4899-7389-4
Edition Number
4
Number of Pages
XXI, 652
Number of Illustrations and Tables
188 b/w illustrations, 11 illustrations in colour
Additional Information
Originally published as volume 694 in the series: The International Series in Engineering and Computer Science
Topics