RMP: Reduced-set matching pursuit approach for efficient compressed sensing signal reconstruction

Compressed sensing enables the acquisition of sparse signals at a rate that is much lower than the Nyquist rate. Compressed sensing initially adopted ℓ1 minimization for signal reconstruction which is computationally expensive. Several greedy recovery algorithms have been recently proposed for signa...

Full description

Bibliographic Details
Main Authors: Michael M. Abdel-Sayed, Ahmed Khattab, Mohamed F. Abu-Elyazeed
Format: Article
Language:English
Published: Elsevier 2016-11-01
Series:Journal of Advanced Research
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2090123216300583