A robust variable step-size affine projection algorithm

被引:42
|
作者
Vega, Leonardo Rey [1 ,2 ]
Rey, Hernan [1 ,2 ]
Benesty, Jacob [3 ]
机构
[1] Univ Buenos Aires, Fac Ingn, Buenos Aires, DF, Argentina
[2] Consejo Nacl Invest Cient & Tecn, RA-1033 Buenos Aires, DF, Argentina
[3] Univ Quebec, INRS EMT, Montreal, PQ H5A 1K6, Canada
关键词
System identification; Affine projection algorithm; Impulsive noise; Robust filtering; Acoustic echo cancellation; DOUBLE-TALK-ROBUST; ECHO CANCELLATION;
D O I
10.1016/j.sigpro.2010.03.029
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
We present a robust variable step-size affine projection algorithm (RVSS-APA) using a recently introduced new framework for designing robust adaptive filters. The algorithm is the result of minimizing the square norm of the a posteriori error vector subject to a time-dependent constraint on the norm of the filter update. The RVSS-APA is then successfully tested in different environments for system identification and acoustic echo cancellation applications. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:2806 / 2810
页数:5
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