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Record Nr. |
UNINA9911019721903321 |
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Autore |
Haykin Simon |
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Titolo |
Least-Mean-Square Adaptive Filters |
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Pubbl/distr/stampa |
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[Place of publication not identified], : Wiley Interscience Imprint, 2003 |
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ISBN |
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1-280-55655-2 |
9786610556557 |
0-471-46133-4 |
0-470-30595-9 |
0-471-46128-8 |
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Descrizione fisica |
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1 online resource (502 pages) |
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Collana |
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Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control ; ; v.31 |
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Disciplina |
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Soggetti |
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Adaptive filters - Design and construction - Mathematics |
Least squares |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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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. |
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Sommario/riassunto |
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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. |
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