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Contenido archivado el 2024-04-30

Adaptive iir algorithms for acoustic echo cancellation

Objetivo



The basic acoustic echo cancellation scheme models the echo path with an adaptive filter. A linear FIR filter trained by ( a variant of ) LMS is the most popular choice for the implementation of an acoustic echo canceller. However, the large number of parameters to be updated may make the real time implementation of even this low-complexity scheme prohibitively slow. The aim of this project is the application of efficient, inherently stable, lattice-based adaptive IIR algorithms in the acoustic echo cancellation context and the investigation of their properties in under-modeled cases.
The update of a modest number of parameters, combined with the inherent stability of the normalized lattice filter, leads to reduced complexity and facilitates real-time implementation of these algorithms. Furthermore, the modular structure of the normalized lattice filter is perfectly suited to VLSI CORDIC implementation, leading to high processing rates and reliable numerical properties.
The investigation of the behaviour of these algorithms in undermodeled cases is very important from a System Identification point of view, since it will provide a priori bounds on their performance.

Ámbito científico (EuroSciVoc)

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Programa(s)

Tema(s)

Convocatoria de propuestas

Datos no disponibles

Régimen de financiación

RGI - Research grants (individual fellowships)

Coordinador

Institut National des Télécommunications
Aportación de la UE
Sin datos
Dirección
9,Rue Charles Fourier 9
91011 Evry
Francia
Coste total
Sin datos

Participantes (1)