Technical Program

Paper Detail

Paper Title Recovery of Structured Signals From Corrupted Non-Linear Measurements
Paper IdentifierTH2.R8.4
Authors Zhongxing Sun, Wei Cui, Yulong Liu, Beijing Institute of Technology, China
Session Sparse Signal Recovery
Location Conseil, Level 5
Session Time Thursday, 11 July, 11:40 - 13:00
Presentation Time Thursday, 11 July, 12:40 - 13:00
Manuscript  Click here to download the manuscript
Abstract This paper studies the problem of recovering a structured signal from a relatively small number of corrupted non-linear measurements. Assuming that signal and corruption are contained in some structure-promoted set, we suggest an extended Lasso to disentangle signal and corruption. We also provide conditions under which this recovery procedure can successfully reconstruct both signal and corruption.