Title :
Robust Huber M-estimator based proportionate affine projection algorithm with variable cutoff updating
Author :
Chao Wu ; Xiaofei Wang ; Yanmeng Guo ; Qiang Fu ; Yonghong Yan
Author_Institution :
Chinese Acadamy of Sci., Beijing, China
Abstract :
A novel Huber M-estimator based proportionate affine projection algorithm (APA) is proposed for echo cancellation. The Huber objective function is minimised as the cost function and results in Huber M-estimator based APA. Moreover, the cutoff value of Huber objective function is updated according to the correlation between the error signal and the far-end input signal. It is shown that the proposed algorithm can achieve faster convergence and better robustness against double-talk than conventional robust algorithms.
Keywords :
affine transforms; convergence of numerical methods; correlation theory; echo suppression; maximum likelihood estimation; minimisation; APA; Huber objective function minimisation; convergence; correlation method; cost function; echo cancellation; error signal; far-end input signal; robust Huber M-estimator based proportionate affine projection algorithm; variable cutoff updating;
Journal_Title :
Electronics Letters
DOI :
10.1049/el.2015.3149