Adaptive Filter Theory by Ss Haykin

Adaptive Filter Theory by Ss Haykin

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Zusammenfassung

Examines both the mathematical theory behind various linear adaptive filters with finite-duration impulse response (FIR), and the elements of supervised neural networks. For use on undergraduate courses in adaptive signal processing, this edition has been updated and refined.

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Adaptive Filter Theory by Ss Haykin

Haykin examines both the mathematical theory behind various linear adaptive filters with finite-duration impulse response (FIR) and the elements of supervised neural networks. This edition has been updated and refined to keep current with the field and develop concepts in as unified and accessible a manner as possible. It: introduces a completely new chapter on Frequency-Domain Adaptive Filters; adds a chapter on Tracking Time-Varying Systems; adds two chapters on Neural Networks; enhances material on RLS algorithms; strengthens linkages to Kalman filter theory to gain a more unified treatment of the standard, square-root and order-recursive forms; and includes new computer experiments using MATLAB software that illustrate the underlying theory and applications of the LMS and RLS algorithms.
SKU Nicht verfügbar
ISBN 13 9780133227604
ISBN 10 013322760X
Titel Adaptive Filter Theory
Autor Ss Haykin
Buchzustand Nicht verfügbar
Verlag Pearson Education (US)
Erscheinungsjahr 1995-12-27
Seitenanzahl 752
Hinweis auf dem Einband Die Abbildung des Buches dient nur Illustrationszwecken, die tatsächliche Bindung, das Cover und die Auflage können sich davon unterscheiden.
Hinweis Nicht verfügbar