DocumentCode
1193431
Title
Performance analysis of the block least mean square algorithm
Author
Feuer, A.
Volume
32
Issue
9
fYear
1985
fDate
9/1/1985 12:00:00 AM
Firstpage
960
Lastpage
963
Abstract
An exact performance analysis of the BLMS algorithm is presented in this paper. Based on equations describing second statistics behavior, bounds are derived for the adaptation gain guaranteeing convergence of the algorithm. Within these bounds an optimal choice of this gain is presented resulting in the fastest convergence rate of the algorithm.
Keywords
Adaptive filters; Digital filters; Least-squares approximation; Algorithm design and analysis; Band pass filters; Digital filters; Finite impulse response filter; Least mean square algorithms; Least squares approximation; Low pass filters; Nonlinear filters; Performance analysis; Prototypes;
fLanguage
English
Journal_Title
Circuits and Systems, IEEE Transactions on
Publisher
ieee
ISSN
0098-4094
Type
jour
DOI
10.1109/TCS.1985.1085808
Filename
1085808
Link To Document