Compressive sensing reconstruction algorithms using partially correct signal information

Compressive Sensing (CS) ensures the reconstruction of a sparse signal from a set of linear measurements that are fewer compared to the signal length. The sparse signal can be reconstructed using a convex relaxation algorithm such as Basis Pursuit (BP) or a Greedy Pursuit (GP) such as Backtrackin...

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Bibliographic Details
Main Author: Sekar Sathiya Narayanan
Other Authors: Anamitra Makur
Format: Theses and Dissertations
Language:English
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10356/69572
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Institution: Nanyang Technological University
Language: English