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Least-mean-square adaptive filters

Author: Simon S Haykin; Bernard Widrow
Publisher: Hoboken, N.J. : Wiley-Interscience, ©2003.
Series: Adaptive and learning systems for signal processing, communications, and control.
Edition/Format:   Print book : EnglishView all editions and formats
Summary:

From elininating outside interference to separate data stream traveling together, filters are used for a range of applications in communications. The Least Mean Square (LMS) filter has established  Read more...

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Additional Physical Format: Online version:
Least-mean-square adaptive filters.
Hoboken, N.J. : Wiley-Interscience, ©2003
(OCoLC)607058662
Online version:
Least-mean-square adaptive filters.
Hoboken, N.J. : Wiley-Interscience, ©2003
(OCoLC)608559891
Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Simon S Haykin; Bernard Widrow
ISBN: 0471215708 9780471215707
OCLC Number: 51518346
Description: xiii, 494 pages : illustrations ; 25 cm.
Contents: Introduction : The LMS filter (algorithm) / Simon Haykin --
On the efficiency of adaptive algorithms / Bernard Widrow and Max Kamenetsky --
Traveling-wave model of long LMS filters / Hans J. Butterweck --
Energy conservation and the learning ability of LMS adaptive filters / Ali H. Sayed and V.H. Nascimento --
On the robustness of LMS filters / Babak Hassibi --
Dimension analysis for least-mean-square algorithms / Iven M.Y. Mareels, John Homer, and Robert R. Bitmead --
Control of LMS-type adaptive filters / Eberhard Hänsler and Gerhard Uwe Schmidt --
Affine projection algorithms / Steven L. Gay --
Proportionate adaptation : new paradigms in adaptive filters / Zhe Chen, Simon Haykin, and Steven L. Gay --
Steady-state dynamic weight behavior in (N)LMS adaptive filters / A.A. (Louis) Beex and James R. Zeidler --
Error whitening wiener filters : theory and algorithms / Jose C. Principe, Yadunandana N. Rao, and Deniz Erdogmus.
Series Title: Adaptive and learning systems for signal processing, communications, and control.
Responsibility: edited by S. Haykin and B. Widrow.
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"...strongly recommended for researchers working in the field of signal processing and its applications." (IEEE Circuits & Devices, January/February 2006)

 
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