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Adaptive Filtering

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Adaptive Filtering

Algorithms and Practical Implementation
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Description

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.
Release date NZ
September 19th, 2014
Audience
  • Professional & Vocational
Country of Publication
United States
Edition
4th ed. 2013
Illustrations
28 Tables, black and white; 11 Illustrations, color; 188 Illustrations, black and white; XXI, 652 p. 199 illus., 11 illus. in color.
Imprint
Springer-Verlag New York Inc.
Pages
652
Publisher
Springer-Verlag New York Inc.
Dimensions
155x235x35
ISBN-13
9781489973894
Product ID
22869652

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