3 papers
cs.IT2022
Heavy-Ball-Based Hard Thresholding Algorithms for Sparse Signal Recovery
Zhong-Feng Sun, Jin-Chuan Zhou, Yun-Bin Zhao +1
The hard thresholding technique plays a vital role in the development of algorithms for sparse signal recovery. By merging this technique and heavy-ball acceleration method which i…
cs.IT2021
Phase Transitions in Recovery of Structured Signals from Corrupted Measurements
Zhongxing Sun, Wei Cui, Yulong Liu
This paper is concerned with the problem of recovering a structured signal from a relatively small number of corrupted random measurements. Sharp phase transitions have been numeri…
cs.IT2019
Recovery of Structured Signals From Corrupted Non-Linear Measurements
Zhongxing Sun, Wei Cui, Yulong Liu
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 contai…