Least-Mean-Square Adaptive Filters

Name: Least-Mean-Square Adaptive Filters
Price: 105.47 USD
Availability: InStock
ISBN: 9780471215707

ISBN-10: 0471215708

ISBN-13: 9780471215707

Edition: 2003

Authors: Simon Haykin, Bernard Widrow

List price: $208.95

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Description:

The LMS algorithm has established itself as the simplest and most widely used algorithm for adaptive filtering. This new book provides new insights into the behaviour of this simple and yet remarkable adaptive filter.

Book details

List price: $208.95
Copyright year: 2003
Publisher: John Wiley & Sons, Incorporated
Publication date: 9/8/2003
Binding: Hardcover
Pages: 512
Size: 6.40" wide x 9.41" long x 1.10" tall
Weight: 1.848
Language: English



Contributors


Introduction: The LMS Filter (Algorithm)




On the Efficiency of Adaptive Algorithms




Traveling-Wave Model of Long LMS Filters




Energy Conservation and the Learning Ability of LMS Adaptive Filters




On the Robustness of LMS Filters




Dimension Analysis for Least-Mean-Square Algorithms




Control of LMS-Type Adaptive Filters




Affine Projection Algorithms




Proportionate Adaptation: New Paradigms in Adaptive Filters




Steady-State Dynamic Weight Behavior in (N)LMS Adaptive Filters




Error Whitening Wiener Filters: Theory and Algorithms



Index