Weighted ℓ₁ -Minimization for Generalized Non-Uniform Sparse Model

Model-based compressed sensing refers to compressed sensing with extra structure about the underlying sparse signal known a priori. Recent work has demonstrated that both for deterministic and probabilistic models imposed on the signal, this extra information can be successfully exploited to enhance...

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Bibliographic Details
Main Authors: Misra, Sidhant, Parrilo, Pablo A
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) 2017
Online Access:http://hdl.handle.net/1721.1/111666
https://orcid.org/0000-0003-1132-8477