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On The Block-Sparse Solution of Single Measurement Vectors

Finding the solution of single measurement vector (SMV) problem with an unknown block-sparsity structure is considered. Here, we propose a sparse Bayesian learning (SBL) algorithm simplified via the approximate message passing (AMP) framework. In order to encourage the block-sparsity structure, we i...

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Bibliographic Details
Published in:Conf Rec Asilomar Conf Signals Syst Comput
Main Authors: Shekaramiz, Mohammad, Moon, Todd K., Gunther, Jacob H.
Format: Artigo
Language:Inglês
Published: 2016
Subjects:
Online Access:https://ncbi.nlm.nih.gov/pmc/articles/PMC5667950/
https://ncbi.nlm.nih.gov/pubmed/29104414
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/ACSSC.2015.7421180
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