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Bayesian Compressive Sensing of Sparse Signals with Unknown Clustering Patterns

We consider the sparse recovery problem of signals with an unknown clustering pattern in the context of multiple measurement vectors (MMVs) using the compressive sensing (CS) technique. For many MMVs in practice, the solution matrix exhibits some sort of clustered sparsity pattern, or clumpy behavio...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Shekaramiz, Mohammad, Moon, Todd K., Gunther, Jacob H.
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2019
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7514728/
https://ncbi.nlm.nih.gov/pubmed/33266961
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e21030247
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