Title :
Robust fast affine projection algorithm for nonlinear acoustic echo cancellation
Author :
Niemisto, R. ; Makela, T. ; Myllyla, V.
Author_Institution :
Inst. of Signal Process., Tampere Univ. of Technol., Tampere, Finland
Abstract :
This paper introduces a robust affine projection algorithm for nonlinear acoustic echo cancellation using simplified Volterra filters. Numerically unstable step of affine projection algorithm, matrix inversion, is improved by approximating the symmetrical matrix with a Toeplitz matrix and applying Levinson-Durbin recursion. Furthermore, the adaptive filter weight update is simplified such that the complexity of the algorithm is comparable to the number of the filter parameters. The simulation results show a slightly better performance than that of the well known normalized LMS algorithm.
Keywords :
Toeplitz matrices; acoustic signal processing; adaptive filters; affine transforms; echo suppression; nonlinear acoustics; nonlinear filters; recursive filters; Levinson-Durbin recursion; Toeplitz matrix; Volterra filter; adaptive filter weight update; nonlinear acoustic echo cancellation; robust fast affine projection algorithm; symmetrical matrix; Abstracts; Monitoring;
Conference_Titel :
Signal Processing Conference, 2002 11th European
Conference_Location :
Toulouse