Orthogonalized power filters for nonlinear acoustic echo cancellation

Journal article
(Original article)


Publication Details

Author(s): Küch F, Kellermann W
Journal: Signal Processing
Publisher: Elsevier
Publication year: 2006
Volume: 86
Journal issue: 6
Pages range: 1168-1181
ISSN: 0165-1684
Language: English


Abstract


Standard approaches for the cancellation of acoustic echoes in telecommunication systems assume that the echo path to be identified can be modeled by a linear system. However, in applications such as echo cancellation for mobile communication terminals, non-negligible nonlinear distortions are introduced by loudspeakers and their amplifiers, resulting in a significant degradation of the performance of purely linear approaches. In this contribution we consider so-called power filters in order to cope with these kinds of nonlinear echo paths. By combining time-domain orthogonalization methods with a DFT-domain implementation of power filters we derive corresponding quasi-complete orthogonalized versions. As the statistical properties of speech input are non-stationary, the orthogonalization must follow this time-variance, too. Furthermore, we introduce a step-size control for the adaptation of the equivalent orthogonalized structure. Experiments with real hardware show that, with the proposed nonlinear approach, an increase in echo attenuation can be achieved, if the loudspeaker system introduces saturation-type nonlinearities in the echo path. © 2005 Elsevier B.V. All rights reserved.


FAU Authors / FAU Editors

Kellermann, Walter Prof. Dr.-Ing.
Professur für Nachrichtentechnik


How to cite

APA:
Küch, F., & Kellermann, W. (2006). Orthogonalized power filters for nonlinear acoustic echo cancellation. Signal Processing, 86(6), 1168-1181. https://dx.doi.org/10.1016/j.sigpro.2005.09.014

MLA:
Küch, Fabian, and Walter Kellermann. "Orthogonalized power filters for nonlinear acoustic echo cancellation." Signal Processing 86.6 (2006): 1168-1181.

BibTeX: 

Last updated on 2019-31-05 at 18:08