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Greedy Algorithms for Nonnegativity-Constrained Simultaneous Sparse Recovery

This work proposes a family of greedy algorithms to jointly reconstruct a set of vectors that are (i) nonnegative and (ii) simultaneously sparse with a shared support set. The proposed algorithms generalize previous approaches that were designed to impose these constraints individually. Similar to p...

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Detalhes bibliográficos
Publicado no:Signal Processing
Main Authors: Kim, Daeun, Haldar, Justin P.
Formato: Artigo
Idioma:Inglês
Publicado em: 2016
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC4784713/
https://ncbi.nlm.nih.gov/pubmed/26973368
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.sigpro.2016.01.021
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