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Adaptive Filtering

Algorithms and Practical Implementation

  • Paulo Sergio Ramirez

Part of the The Kluwer International Series in Engineering and Computer Science book series (SECS, volume 694)

Table of contents

  1. Front Matter
    Pages i-xxi
  2. Paulo Sergio Ramirez
    Pages 1-14
  3. Paulo Sergio Ramirez
    Pages 15-77
  4. Paulo Sergio Ramirez
    Pages 79-138
  5. Paulo Sergio Ramirez
    Pages 139-193
  6. Paulo Sergio Ramirez
    Pages 195-233
  7. Paulo Sergio Ramirez
    Pages 235-286
  8. Paulo Sergio Ramirez
    Pages 287-307
  9. Paulo Sergio Ramirez
    Pages 309-359
  10. Paulo Sergio Ramirez
    Pages 361-422
  11. Paulo Sergio Ramirez
    Pages 423-465
  12. Paulo Sergio Ramirez
    Pages 467-526
  13. Paulo Sergio Ramirez
    Pages 527-558
  14. Back Matter
    Pages 559-568

About this book

Introduction

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.

Keywords

Adaptive Filter Matlab Signal algorithms communication filter filtering material micro-alloy transistor network power systems signal processing

Authors and affiliations

  • Paulo Sergio Ramirez
    • 1
  1. 1.Federal University of Rio de JaneiroRio de JaneiroBrazil

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-4757-3637-3
  • Copyright Information Springer-Verlag US 2002
  • Publisher Name Springer, Boston, MA
  • eBook Packages Springer Book Archive
  • Print ISBN 978-1-4757-3639-7
  • Online ISBN 978-1-4757-3637-3
  • Series Print ISSN 0893-3405
  • Buy this book on publisher's site