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Group sparse recovery in impulsive noise via alternating direction method of multipliers

  • Published:2020-11 Issue:3 Volume:49 Page:831-862
  • ISSN:1063-5203
  • Container-title:Applied and Computational Harmonic Analysis
  • language:en
  • Short-container-title:Applied and Computational Harmonic Analysis

Author:

Wang JianjunORCID,Huang JianwenORCID,Zhang Feng,Wang WendongORCID

Funder

Natural Science Foundation of China

Fundamental Research Funds for the Central Universities

Youth Science and technology talent development project

Science and technology Foundation of Guizhou province

Guizhou province natural science foundation in China

Publisher

Elsevier BV

Subject

Applied Mathematics

Reference55 articles.

1. Gradient projection for sparse reconstruction: application to compressed sensing and other inverse problems;Figueiredo;IEEE J. Sel. Top. Signal Process.,2007

2. From sparse solutions of systems of equation to sparse modeling of signals and images;Bruckstein;SIAM Rev.,2009

3. Large sparse signal recovery by conjugate gradient algorithm based on smoothing technique;Zhu;Comput. Math. Appl.,2013

4. Restricted q-isometry properties adapted to frames for nonconvex lq-analysis;Lin;IEEE Trans. Inform. Theory,2016

5. Near-optimal signal recovery from random projections: universal encoding strategies;Candès;IEEE Trans. Inform. Theory,2006

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