An Improved Set-Membership Proportionate Adaptive Algorithm for a Block-Sparse System

In this paper, an improved set-membership proportionate normalized least mean square (SM-PNLMS) algorithm is proposed for block-sparse systems. The proposed algorithm, which is named the block-sparse SM-PNLMS (BS-SMPNLMS), is implemented by inserting a penalty of a mixed l 2 , 1 norm of we...

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Bibliographic Details
Main Authors: Zhan Jin, Yingsong Li, Jianming Liu
Format: Article
Language:English
Published: MDPI AG 2018-03-01
Series:Symmetry
Subjects:
Online Access:http://www.mdpi.com/2073-8994/10/3/75