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Sparse signals recovered by non-convex penalty in quasi-linear systems
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 model is n...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5852208/ https://www.ncbi.nlm.nih.gov/pubmed/29576716 http://dx.doi.org/10.1186/s13660-018-1652-8 |