Least-Mean-Square Adaptive Filters

• Autore: Haykin Simon
• Pubblicazione: [Place of publication not identified], : Wiley Interscience Imprint, 2003
• Descrizione fisica: 1 online resource (502 pages)
• Disciplina: 621.3815324
• Soggetto topico: Adaptive filters - Design and construction - Mathematics; Least squares
• Persona (resp. second.): WidrowBernard
• Note generali: Bibliographic Level Mode of Issuance: Monograph
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Least-Mean-Square Adaptive Filters
• ISBN: 1-280-55655-2; 9786610556557; 0-471-46133-4; 0-470-30595-9; 0-471-46128-8
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9911019721903321
• Lo trovi qui: Univ. Federico II
• Serie: Adaptive and Cognitive Dynamic Systems: Signal Processing, Learning, Communications and Control