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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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Publicado en:Entropy (Basel)
Main Authors: Shekaramiz, Mohammad, Moon, Todd K., Gunther, Jacob H.
Formato: Artigo
Idioma:Inglês
Publicado: MDPI 2019
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Acceso en liña: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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