Title :
Fast block exact Gauss-Seidel pseudo affine projection algorithm
Author :
Albu, F. ; Kwan, H.K.
Author_Institution :
Dept. of Telecommun., Univ. of Bucharest, Romania
Abstract :
A block affine projection algorithm that is less complex but mathematically equivalent to a recently proposed Gauss-Seidel pseudo affine projection (GS-PAP) algorithm is proposed. This reduced complexity is achieved by applying a partitioning method to the original sample-by-sample algorithm. It is shown that the derived algorithm has better convergence and tracking abilities than those of the NLMS algorithm. Its application in an acoustic echo cancellation is investigated.
Keywords :
acoustic signal processing; adaptive filters; computational complexity; convergence of numerical methods; echo suppression; iterative methods; Gauss-Seidel pseudoaffine projection algorithm; acoustic echo cancellation; block affine projection algorithm; complexity; convergence; partitioning method; sample-by-sample algorithm;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:20046320
