Adaptive Filtering
Subtitle: Algorithms and Practical Implementation
By: by Paulo Sergio Ramirez
Edition: Second edition.
Series: The Kluwer International Series in Engineering and Computer Science -- 694; Kluwer international series in engineering and computer science -- 694.
Publisher: Springer US
Published: 2002
Place of publication: Boston, MA
Language: eng
Format: [electronic resource] :
Number of pages: 568
ISBN-13: 9781475736397; 9781475736373
Subjects: Systems engineering; Computer engineering; Engineering; Computer vision
Description: 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.
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