DocumentCode
2805227
Title
An assessment of linear adaptive filter performance with nonlinear distortions
Author
Mossi, Moctar I. ; Evans, Nicholas W D ; Beaugeant, Christophe
Author_Institution
EURECOM, Sophia-Antipolis, France
fYear
2010
fDate
14-19 March 2010
Firstpage
313
Lastpage
316
Abstract
Acoustic echo cancellers are generally based on the assumption of a linear echo path between the transducers. However the small loudspeakers that are commonly used in todays terminals can introduce nonlinear distortions that reduce the performance of echo cancellation. In order to evaluate the degradation in performance, this paper assesses the behaviour of five linear echo cancellers in the presence of nonlinearities and presents the first thorough comparison of their robustness. Even if the performance of all the echo cancellers degrades as expected, some algorithms are shown to be more robust than others: fast converging algorithms and block signal processing are more perturbed in nonlinear environments.
Keywords
acoustic distortion; acoustic signal processing; adaptive filters; echo suppression; nonlinear distortion; acoustic echo canceller; block signal processing; fast converging algorithm; linear adaptive filter; linear echo canceller; nonlinear distortion; Acoustic distortion; Acoustic transducers; Adaptive filters; Degradation; Echo cancellers; Loudspeakers; Microphones; Nonlinear distortion; Robustness; Signal processing algorithms; AEC; APA; FBLMS; LMS; NLMS; TDLMS; Volterra model; echo cancellation; nonlinear distortion;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics Speech and Signal Processing (ICASSP), 2010 IEEE International Conference on
Conference_Location
Dallas, TX
ISSN
1520-6149
Print_ISBN
978-1-4244-4295-9
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2010.5495904
Filename
5495904
Link To Document