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A Variable Weight Mixed-Norm Adaptive Algorithm

Zerguine, A. and Aboulnasr, T. (2002) A Variable Weight Mixed-Norm Adaptive Algorithm. In: IEEE International Conference on Acoustics Speech and Signal Processing (ICASSP), Orlando, Florida, USA.



The convergence analysis of the variable weight mixed-norm LMS-LMF adaptive algorithm is derived. A novel approach is used to study the convergence behavior of three algorithms: mixed-norm LMS- and LMF-based ones. As a by-product of this novel approach, more general and new necessary and sufficient conditions and excess steady-state error for the LMF have been derived.

Item Type:Conference or Workshop Item (Paper)
Date:May 2002
Date Type:Publication
Divisions:College Of Engineering Sciences > Electrical Engineering Dept
Creators:Zerguine, A. and Aboulnasr, T.
ID Code:1049
Deposited By:Mr. Md. Ahsanul Alam
Deposited On:21 Apr 2008 10:53
Last Modified:12 Apr 2011 13:08

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