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Sparse signals recovered by non-convex penalty in quasi-linear systems

Abstract The goal of compressed sensing is to reconstruct a sparse signal under a few linear measurements far less than the dimension of the ambient space of the signal. However, many real-life applications in physics and biomedical sciences carry some strongly nonlinear structures, and the linear m...

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Detalhes bibliográficos
Main Authors: Angang Cui, Haiyang Li, Meng Wen, Jigen Peng
Formato: Artigo
Idioma:Inglês
Publicado em: SpringerOpen 2018-03-01
Colecção:Journal of Inequalities and Applications
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Acesso em linha:http://link.springer.com/article/10.1186/s13660-018-1652-8
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