The detection bound of the probability of error in compressed sensing using Bayesian approach

• Main Authors: Cao, Jiuwen, Lin, Zhiping
• Other Authors: School of Electrical and Electronic Engineering
• Format: Conference or Workshop Item
• Language: English
• Published: 2013
• Subjects: DRNTU::Engineering::Electrical and electronic engineering
• Online Access: https://hdl.handle.net/10356/103144; http://hdl.handle.net/10220/16909
• Institution: Nanyang Technological University

In this paper, we consider the theoretical bound of the probability of error in compressed sensing (CS) with the Bayesian approach. In the detection problem, the signal is sparse and is reconstructed from a compressed measurement vector. Utilizing the oracle estimator in CS, we provide a theoretical...