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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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Main Authors: | , , , |
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Formato: | Artigo |
Idioma: | Inglês |
Publicado em: |
SpringerOpen
2018-03-01
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Colecção: | Journal of Inequalities and Applications |
Assuntos: | |
Acesso em linha: | http://link.springer.com/article/10.1186/s13660-018-1652-8 |
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