Greedy Pursuits Assisted Basis Pursuit for reconstruction of joint-sparse signals

• Main Authors: Narayanan, Sathiya, Sahoo, Sujit Kumar, Makur, Anamitra
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2017
• Subjects: Multiple measurement vectors; Modified basis pursuit
• Online Access: https://hdl.handle.net/10356/85099; http://hdl.handle.net/10220/43620
• Institution: Nanyang Technological University

Distributed Compressive Sensing (DCS) is an extension of compressive sensing from single measurement vector problem to Multiple Measurement Vectors (MMV) problem. In DCS, several reconstruction algorithms have been proposed to reconstruct the joint-sparse signal ensemble. However, most of them are d...