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A Novel Distributed Jointly Sparse Optimization Algorithm

Published in Applied Mechanics and Materials • Feb 1, 2014
NobleIDNI3P40W73R00S69
Authors:
Di Wu
,
Tian Li Jiang
,
Ge Lin

Abstract

This paper develops a novel distributed jointly sparse optimization algorithm to recover the sparse signal, in which the joint sparse structure is used to improve the quality of recovery. In distributed networked multi-agent system, each agent collects measurement vectors and aims to recover its own...

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