Title :
Non-linear acoustic echo cancellation using online loudspeaker linearization
Author :
Mossi, Moctar I. ; Yemdji, Christelle ; Evans, Nicholas ; Beaugeant, Christophe
Author_Institution :
EURECOM, Sophia Antipolis, France
Abstract :
This paper presents an approach to non-linear acoustic echo cancellation (AEC).We first present the model of a loudspeaker enclosure microphone system which is divided into two blocks: a non-linear, power filter model for the down-link path (loudspeaker and amplifiers) and a linear model for the acoustic channel and up-link path. Using this model we propose an approach that uses loudspeaker linearization and linear AEC to improve performance of an otherwise classical approach to linear AEC. The novel contribution in this paper relates to a new on-line linearization pre-processing algorithm that adapts to long-term variations in the loudspeaker characteristics. This feature contrasts with fixed pre-processor aglorithms which have been reported previously.
Keywords :
acoustic signal processing; echo suppression; linearisation techniques; loudspeakers; microphones; nonlinear acoustics; power filters; AEC; acoustic channel; acoustic echo cancellation; linear model; loudspeaker enclosure microphone system; nonlinear model; online loudspeaker linearization; power filter model; pre-processor aglorithms; Adaptation models; Echo cancellers; Least squares approximation; Loudspeakers; Noise measurement; Signal to noise ratio; AEC; Adaptive filtering; Volterra; loudspeaker linearization; non-linearity; power filter;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2011 IEEE Workshop on
Conference_Location :
New Paltz, NY
Print_ISBN :
978-1-4577-0692-9
Electronic_ISBN :
1931-1168
DOI :
10.1109/ASPAA.2011.6082311