DocumentCode
961130
Title
Power normalized update algorithm for adaptive filters-without divisions
Author
Martin, Kenneth W.
Author_Institution
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Volume
37
Issue
11
fYear
1989
fDate
11/1/1989 12:00:00 AM
Firstpage
1782
Lastpage
1786
Abstract
Two power-normalized update algorithms for adaptive filters are described that do not require divisions. The algorithms are based on very simple iterative procedures that approximate divisions. Since neither the quotients nor the dividends change quickly, the division procedures need only be updated once each time the coefficients of the adaptive filter are updated. One algorithm requires three extra multiplications per coefficient and results in adaptive filters with convergence times practically identical to those achieved when actual divisions are used. The second algorithm requires only one multiplication per coefficient instead of a division, yet results in adaptive filter convergence times only slightly larger than those obtained with real divisions. Both algorithms result in adaptive filters only slightly more complex than steepest descent adaptive filters. The algorithms are especially applicable to real-time adaptive filters realized using single-chip digital signal processors or custom ASICs where hard-wired dividers are usually not available and fast convergence is still desired
Keywords
adaptive filters; convergence of numerical methods; filtering and prediction theory; iterative methods; adaptive filters; convergence times; custom ASICs; division procedures; iterative procedures; multiplication per coefficient; power-normalized update algorithms; single-chip digital signal processors; Acoustic signal processing; Adaptive filters; Circuits; Equations; Filtering algorithms; Finite impulse response filter; Signal processing algorithms; Smoothing methods; Speech processing; Wiener filter;
fLanguage
English
Journal_Title
Acoustics, Speech and Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
0096-3518
Type
jour
DOI
10.1109/29.46565
Filename
46565
Link To Document