A Rapid Introduction to Adaptive Filtering

Language: English

Published by Springer Berlin Heidelberg Aug 2012, 2012

364230298X / 9783642302985

Series: Book 23 of 209 - SpringerBriefs in Electrical and Computer Engineering

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -In this book, the authors provide insights into the basics of adaptive filtering, which are particularly useful for students taking their first steps into this field. They start by studying the problem of minimum mean-square-error filtering, i.e., Wiener filtering. Then, they analyze iterative methods for solving the optimization problem, e.g., the Method of Steepest Descent. By proposing stochastic approximations, several basic adaptive algorithms are derived, including Least Mean Squares (LMS), Normalized Least Mean Squares (NLMS) and Sign-error algorithms. The authors provide a general framework to study the stability and steady-state performance of these algorithms. The affine Projection Algorithm (APA) which provides faster convergence at the expense of computational complexity (although fast implementations can be used) is also presented. In addition, the Least Squares (LS) method and its recursive version (RLS), including fast implementations are discussed. The book closes with the discussion of several topics of interest in the adaptive filtering field. 136 pp. Englisch.

Seller Inventory # 9783642302985

Title
A Rapid Introduction to Adaptive Filtering
Author
Hernan Rey
Publisher
Springer Berlin Heidelberg Aug 2012
Publication year
2012
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
364230298X
ISBN 13
9783642302985
Item weight
219 grams
Dimensions
235x155x8 mm
Series
Book 23 of 209: SpringerBriefs in Electrical and Computer Engineering

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.76US$ 26.76
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BuchWeltWeit Ludwig Meier e.K.

Germany