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Browse Journals & Magazines > Acoustics, Speech and Signal ...> Volume:30 Issue:5 Help

Unconstrained frequency-domain adaptive filter

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2 Author(s)
Mansour, D. ; University of California, Santa Barbara, CA ; Gray, A., Jr.

An unconstrained frequency-domain least mean-squares (UFLMS) algorithm is presented. The algorithm is based on the "overlap-save" technique used in frequency-domain filtering. The proposed algorithm converges to the Wiener solution without the time-domain constraint on the impulse response as proposed by Ferrara. For a large number of taps (geq32), the UFLMS algorithm offers a significant reduction in computation. Another advantage is its fast convergence for highly correlated input signals. The performance of the algorithm is illustrated by a simulation.

Published in:
Acoustics, Speech and Signal Processing, IEEE Transactions on  (Volume:30 ,  Issue: 5 )

Date of Publication: Oct 1982

Page(s):
726 - 734
ISSN :
0096-3518
Digital Object Identifier :
10.1109/TASSP.1982.1163949
Product Type:
Journals & Magazines
Date of Current Version :
29 January 2003
Issue Date :
Oct 1982
Sponsored by :
IEEE Signal Processing Society

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