DocumentCode :
2330436
Title :
Nonlinear Acoustic ECHO Cancellation using Orthogonal Polynomial
Author :
Jiang, Guan-Yu ; Hsieh, Shih-Fu
Author_Institution :
Dept. of Commun. Eng., Nat. Chiao Tung Univ., Hsinchu
Volume :
5
fYear :
2006
fDate :
14-19 May 2006
Abstract :
In order to compensate the nonlinear distortion in the hands-free telephones or teleconferencing system, a memoryless power- series-based polynomial NLMS adaptive filter can be used to cancel nonlinear acoustic echo. Conventional polynomial model employs a power-series expansion. In this paper we propose an orthogonal polynomial adaptive filter to accelerate the convergence rate of the nonlinear adaptive filter. The convergence rates of residual echo power for both power-series and orthogonal polynomials are derived analytically. Computer simulations justify our analysis and show the improved performance of the proposed nonlinear acoustic echo canceller
Keywords :
acoustic signal processing; adaptive filters; echo suppression; nonlinear distortion; nonlinear filters; polynomials; hands-free telephones; nonlinear acoustic echo cancellation; nonlinear adaptive filter; nonlinear distortion; orthogonal polynomial adaptive filter; teleconferencing system; Acceleration; Adaptive filters; Convergence; Echo cancellers; Nonlinear acoustics; Nonlinear distortion; Polynomials; Power system modeling; Teleconferencing; Telephony;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2006. ICASSP 2006 Proceedings. 2006 IEEE International Conference on
Conference_Location :
Toulouse
ISSN :
1520-6149
Print_ISBN :
1-4244-0469-X
Type :
conf
DOI :
10.1109/ICASSP.2006.1661265
Filename :
1661265
Link To Document :
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