Adaptive Filters

Adaptive Filters

Author(s): Ali H. Sayed

Published Online: 22 JAN 2008

Print ISBN: 9780470253885

Online ISBN: 9780470374122

DOI: 10.1002/9780470374122

About this Book

Adaptive filtering is a topic of immense practical and theoretical value, having applications in areas ranging from digital and wireless communications to biomedical systems. This book enables readers to gain a gradual and solid introduction to the subject, its applications to a variety of topical problems, existing limitations, and extensions of current theories. The book consists of eleven parts?each part containing a series of focused lectures and ending with bibliographic comments, problems, and computer projects with MATLAB solutions.

Table of contents

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  1. Part 0: Background Material

  2. Part I: Optimal Estimation

  3. Part II: Linear Estimation

  4. Part III: Stochastic Gradient Algorithms

  5. Part IV: Mean-Square Performance

  6. Part V: Transient Performance

  7. Part VI: Block Adaptive Filters

  8. Part VII: Least-Squares Methods

  9. Part VIII: Arrary Algorithms

  10. Part IX: Fast RLS Algorithms

  11. Part X: Lattice Filters

  12. Part XI: Robust Filters

    1. You have free access to this content
    1. You have free access to this content
    1. You have free access to this content

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