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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...

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Detalles Bibliográficos
Autores principales: Cui, Angang, Li, Haiyang, Wen, Meng, Peng, Jigen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2018
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