Adaptive Filtering: Algorithms and Practical Implementation: v.694 (The Springer International Series in Engineering and Computer Science) - Hardcover

Hardcover

ISBN 10: 1402071256 ISBN 13: 9781402071256

Verlag: Kluwer Academic Publishers, 2002

Inhaltsangabe

This volume provides an 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 should also find the book to be a useful reference. This second edition contains a substantial amount of additional material: two new chapters on nonlinear and subband adaptive filtering; linearly constrained Weiner filters and LMS algorithms; LMS algorithm behaviour in fast adaptation; affine projection algorithms; derivation smoothing; and MATLAB codes for algorithms. An instructor's manual, a set of master transparencies and the MATLAB codes for all of the algorithms described in the text are also available. The volume should be of primary interest to those working in signal processing, communications and circuits and systems. It should also be of interest to those working in power systems, networks, learning systems and intelligent systems.

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Reseña del editor

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.An instructor's manual, a set of master transparencies, and the MATLAB codes for all of the algorithms described in the text are also available.Useful to both professional researchers and students, the text includes 185 problems; over 38 examples, and over 130 illustrations. It is of primary interest to those working in signal processing, communications, and circuits and systems. It will also be of interest to those working in power systems, networks, learning systems, and intelligent systems.

Details zur Ausgabe

• Verlag: Kluwer Academic Publishers
• Erscheinungsdatum: 2002
• Sprache: Englisch
• ISBN 10: 1402071256
• ISBN 13: 9781402071256
• Einband: Tapa dura
• Anzahl der Seiten: 592
• Herausgeber: Diniz Paulo S. R.
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: CMN Printpool Inh. Mathis Neumann; https://www.also.com/ec/cms5/en_6000/6000/index.jsp; ; Friedrich-Karl-Str. 9; Hamburg; Deutschland