Journal article
Error bound method and its application to the LMS algorithm
Abstract
A method to determine a bound on the error performance of an adaptive filter due to roundoff effects is described. The method converts the analysis of a recursive algorithm into two much simpler sub-problems: convergence and momentary error. To apply the method, the input data has to be bounded. By classifying convergence into different categories according to their rates, it is observed that adaptive filtering algorithms that belong to a …
Authors
Leung H; Haykin S
Journal
IEEE Transactions on Signal Processing, Vol. 39, No. 2, pp. 354–358
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Publication Date
1991
DOI
10.1109/78.80818
ISSN
1053-587X