Title :
New variable step size affine projection algorithms
Author :
Albu, Felix ; Paleologu, Constantin ; Ciochina, Silviu
Author_Institution :
Fac. of Electr. Eng., Valahia Univ. of Targoviste, Targoviste, Romania
Abstract :
In this paper, we propose new variable step size affine projection algorithms whose step sizes are adjusted according to the square of a time-averaging estimate of the autocorrelation of a priori and a posteriori errors. The proposed algorithms have fast convergence, robustness against near-end signal variations (including double-talk) and do not require any a priori information about the acoustic environment. The simulation results indicate the good performance of the proposed algorithms when compared to similar algorithms.
Keywords :
adaptive filters; echo suppression; a posteriori errors; a priori autocorrelation; acoustic environment; adaptive filter; double-talk; echo cancellation; near-end signal variations; time-averaging estimation; variable step size affine projection algorithms; Adaptive filters; Convergence; Echo cancellers; Projection algorithms; Speech; Vectors; adaptive filters; affine projection algorithm; echo cancellation; variable step size;
Conference_Titel :
Communications (COMM), 2012 9th International Conference on
Conference_Location :
Bucharest
Print_ISBN :
978-1-4577-0057-6
DOI :
10.1109/ICComm.2012.6262602