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
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