A Variable Weight Mixed-Norm Adaptive Algorithm

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


Download (26kB) | Preview


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)
Subjects: Electrical
Department: College of Engineering and Physics > Electrical Engineering
Depositing User: Mr. Md. Ahsanul Alam
Date Deposited: 21 Apr 2008 07:53
Last Modified: 01 Nov 2019 13:25
URI: https://eprints.kfupm.edu.sa/id/eprint/1049