Convergence enhancement of the GMDF algorithm

Maouche, Karim;Slock, Dirk T M
IWAENC 1997, International Workshop on Acoustic Echo and Noise Control, September 11-12, 1997, London, UK

Abstract. In this paper, we derive a new normalisation technique for Frequency Domain Adaptive Filtering (FDAF) algorithms. FDAF algorithms are well-known for their low computational complexity and for their decorrelating property that allows the use of different step sizes for each adaptive weight, yielding a uniform convergence of all the modes of the input signal. In these algorithms, normalisation is done by recursively estimating the power of each frequency bin. By introducing a normalisation based on an orthogonal projection (as is the case for the Affine Projection algorithm), we derive new frequency domain adaptive ltering algorithms and show by means of simulation that the convergence speed is improved.


Type:
Conférence
City:
London
Date:
1997-09-11
Department:
Systèmes de Communication
Eurecom Ref:
223
Copyright:
© EURASIP. Personal use of this material is permitted. The definitive version of this paper was published in IWAENC 1997, International Workshop on Acoustic Echo and Noise Control, September 11-12, 1997, London, UK and is available at :

PERMALINK : https://www.eurecom.fr/publication/223