Least-mean-square adaptive filters
著者
書誌事項
Least-mean-square adaptive filters
(Adaptive and learning systems for signal processing, communications, and control)
Wiley, c2003
- : cloth
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注記
"Wiley-Interscience"
Includes bibliographical references and index
内容説明・目次
内容説明
Edited by the original inventor of the technology.
Includes contributions by the foremost experts in the field.
The only book to cover these topics together.
目次
Contributors. Introduction (Simon Haykin).
1. On the Efficiency of Adaptive Algorithms (Berrnard Widrow and Max Kamenetsky).
2. Travelling-Wave Model of Long LMS Filters (Hans Butterweck).
3. Energy Conservation and the Learning Ability of LMS Adaptive Filters (Ali Sayed & Vitor H. Nascimento).
4. On the Robustness of LMS Filters (Babak Hassibi).
5. Dimension Analysis for Least-Mean-Square Algorithms (Iven M.Y. Mareels, et al.).
6. Control of LMS-Type Adaptive Filters (Eberhard Haensler and Gerhard Uwe Schmidt).
7. Affine Projection Algorithms (Steve Gay).
8. Proportionate Adaptation: New Paradigms in Adaptive Filters (Zhe Chen, et al.).
9. Steady-State Dynamic Weight Behavior in (N)LMS Adaptive Filters (A.A. (Louis) Beex and James R. Zeidler).
10. Error Whitening Wiener Filters: Theory and Algorithms (Jose Principe, et al.).
Index.
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