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New approach for the treatement of FBRLS algorithm with long impulse response

Hamze Alaeddine El Houssin Baghious Gilles Burel 1, 2
2 Lab-STICC_UBO_CACS_COM
Lab-STICC - Laboratoire des sciences et techniques de l'information, de la communication et de la connaissance, UBO - Université de Brest
Abstract : A flexible Block Recursive Least Squares frequency domain (FBRLS) using the multidelay filter (MDF) is presented throughout this paper. The choice of implanting the FBRLS algorithm using MDF adaptive filter, allows one to choose the size of an FFT consecrated to use efficiently the hardware, rather than the requirement of a specific application. In term of performances, the MDF-FBRLS adaptive filter introduces smaller block delay and is usually faster, ideal for a time-varying system, such as modelling an acoustic path in a teleconference room. These good performances are achieved by using smaller block size, updating frequently the weight vectors. Those issues, will reduce the total execution time of the adaptive process. The comparison between MDF-FBRLS and FBRLS algorithms, proved the advantages of the first one, in term of the total execution time, and the efficiency of the computational complexity of the adaptive filter.
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https://hal.univ-brest.fr/hal-03222209
Contributor : Gilles Burel Connect in order to contact the contributor
Submitted on : Monday, May 10, 2021 - 10:33:15 AM
Last modification on : Monday, October 11, 2021 - 2:23:58 PM

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Hamze Alaeddine, El Houssin Baghious, Gilles Burel. New approach for the treatement of FBRLS algorithm with long impulse response. 2018 International Conference on Selected Topics in Mobile and Wireless Networking (MoWNeT), Jun 2018, Tangier, France. pp.1-6, ⟨10.1109/MoWNet.2018.8428925⟩. ⟨hal-03222209⟩

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