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