Comparison of several frequency-domain LMS algorithms

W. B. Mikhael; A. S. Spanias

doi:10.1109/TCS.1987.1086164

Comparison of several frequency-domain LMS algorithms

W. B. Mikhael, A. S. Spanias

Research output: Contribution to journal › Article › peer-review

9 Scopus citations

Abstract

—In this letter, we investigate and compare several frequency - domain LMS adaptive algorithms. These are Dentino's LMS (DLMS) algorithm, the Fast LMS (FLMS) algorithm, and the proposed Optimal FLMS (OFLMS) algorithm. Computer simulations are carried out to evaluate these algorithms under different conditions. It is shown that the OFLMS produced excellent results, particularly in the case of colored-noise excitation.

Original language	English (US)
Pages (from-to)	586-588
Number of pages	3
Journal	IEEE transactions on circuits and systems
Volume	34
Issue number	5
DOIs	https://doi.org/10.1109/TCS.1987.1086164
State	Published - May 1987
Externally published	Yes

ASJC Scopus subject areas

Engineering(all)

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10.1109/TCS.1987.1086164

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abstract = "—In this letter, we investigate and compare several frequency - domain LMS adaptive algorithms. These are Dentino's LMS (DLMS) algorithm, the Fast LMS (FLMS) algorithm, and the proposed Optimal FLMS (OFLMS) algorithm. Computer simulations are carried out to evaluate these algorithms under different conditions. It is shown that the OFLMS produced excellent results, particularly in the case of colored-noise excitation.",

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AB - —In this letter, we investigate and compare several frequency - domain LMS adaptive algorithms. These are Dentino's LMS (DLMS) algorithm, the Fast LMS (FLMS) algorithm, and the proposed Optimal FLMS (OFLMS) algorithm. Computer simulations are carried out to evaluate these algorithms under different conditions. It is shown that the OFLMS produced excellent results, particularly in the case of colored-noise excitation.

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Comparison of several frequency-domain LMS algorithms

Abstract

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