Sparse signal recovery and acquisition with graphical models

A great deal of theoretic and algorithmic research has revolved around sparsity view of signals over the last decade to characterize new, sub-Nyquist sampling limits as well as tractable algorithms for signal recovery from dimensionality reduced measurements. Despite the promising advances made, rea...

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Bibliographic Details
Main Authors: Cevher, Volkan, Indyk, Piotr, Carin, Lawrence, Baraniuk, Richard G.
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Institute of Electrical and Electronics Engineers (IEEE) 2012
Online Access:http://hdl.handle.net/1721.1/71888
https://orcid.org/0000-0002-7983-9524

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