Title :
Easy and effective stabilisation measure for fast recursive least squares algorithms for adaptive transversal filters
Abstract :
Fast recursive least squares (FRLS) algorithms are known for their favourable convergence characteristics. They are of special interest for the fast adaptation of transversal filters of high order N. Unfortunately FRLS algorithms have a tendency towards numeric instability. A new and effective stabilisation measure is presented for a 0(7N) FRLS algorithm which needs only one additional multiplication per iteration step.
Keywords :
adaptive filters; digital filters; stability; adaptive transversal filters; convergence characteristics; fast adaptation of transversal filters; fast recursive least squares algorithms; numeric instability; one additional multiplication per iteration step; stabilisation measure;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19910877