Title

Noise-Cancellation Performance Of The Most Commonly Used Adaptive Algorithms Using Computer Simulations

Abstract

W.B. Mikhael and S.M. Ghosh (24th Asilomar Conf. on Signals, Syst., and Comput., 1990) showed that the families of commonly used adaptive algorithms are closely related to each other. In this work, the performance of the algorithms discussed by Mikhael and Ghosh, using the system identification model for noise cancellation, is addressed. Implementational aspects of these algorithms and their computational complexity are examined. Using computer simulations, the successive tradeoff between the computational complexity and system noise cancellation ability, as one proceeds from the Wiener estimate to the LMS with fixed step-size, becomes apparent.

Publication Date

12-1-1991

Publication Title

Midwest Symposium on Circuits and Systems

Volume

1

Number of Pages

72-75

Document Type

Article; Proceedings Paper

Personal Identifier

scopus

Socpus ID

0026367240 (Scopus)

Source API URL

https://api.elsevier.com/content/abstract/scopus_id/0026367240

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