DocumentCode :
1770647
Title :
A practical solution for the regularization of the affine projection algorithm
Author :
Paleologu, Constantin ; Benesty, Jacob ; Ciochina, Silviu
Author_Institution :
Telecommun. Dept., Univ. Politeh. of Bucharest, Bucharest, Romania
fYear :
2014
fDate :
29-31 May 2014
Firstpage :
1
Lastpage :
4
Abstract :
The regularization of the affine projection algorithm (APA) is of great importance in echo cancellation applications. The regularization parameter, which depends on the level of the near-end signal, is added to the main diagonal of the input signal correlation matrix to ensure the stability of the APA. In this paper, we propose a practical way for evaluating the power of the near-end signal or, equivalently, the signal-to-noise ratio that is explicitly related to the regularization parameter. Simulation results obtained in the context of acoustic echo cancellation support the appealing performance of the proposed solution.
Keywords :
adaptive filters; correlation methods; echo suppression; APA; acoustic echo cancellation; affine projection algorithm; regularization parameter; signal correlation matrix; signal-to-noise ratio; Context; Convergence; Echo cancellers; Projection algorithms; Signal to noise ratio; Speech; adaptive filters; affine projection algorithm (APA); echo cancellation; regularization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Communications (COMM), 2014 10th International Conference on
Conference_Location :
Bucharest
Type :
conf
DOI :
10.1109/ICComm.2014.6866732
Filename :
6866732
Link To Document :
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