A reduced structure of the frequency-domain block LMS adaptive digital filter

1 January 1984

journal article
Published by Institute of Electrical and Electronics Engineers (IEEE) in Proceedings of the IEEE

Vol. 72 (12), 1816-1818
https://doi.org/10.1109/PROC.1984.13092

Abstract

In this letter, it is shown that the frequency-domain block LMS (FBLMS) adaptive digital filter (ADF) for the block length of one reduces to the frequency-domain LMS (FLMS) ADF. Using the relation between the two convergence factors of the FBLMS and FLMS ADFs, it is possible to predict the steady-state performance of the former from that of the latter.

Keywords

LEAST SQUARES APPROXIMATION
DIGITAL FILTERS
FREQUENCY ESTIMATION
PROBABILITY
SENSOR ARRAYS
MULTIPLE SIGNAL CLASSIFICATION
SIGNAL PROCESSING ALGORITHMS
ENTROPY
ADAPTIVE SIGNAL PROCESSING
ARRAY SIGNAL PROCESSING

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