Adaptive filtering : algorithms and practical implementation

著者

• Diniz, Paulo Sergio Ramirez

書誌事項

Adaptive filtering : algorithms and practical implementation

Paulo S. R. Diniz

Springer Science+Business Media, c2010

3rd ed

注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

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.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BB23380637
• ISBN:
  • 9781441940629
• LCCN: 2008923554
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: New York
• ページ数/冊数: xxiv, 627 p.
• 大きさ: 26 cm
• 分類:
  • LCC : TK5102.9
  • DC21 : 621.382/2
• 件名:
  • LCSH : Adaptive signal processing
  • LCSH : Adaptive filters
  • LCSH : Algorithms
  • LCSH : Signal processing -- Statistical methods