Statistical mechanics analysis of thresholding 1-bit compressed sensing

DOI10.1088/1742-5468/2016/08/083405zbMath1456.94022arXiv1605.01867OpenAlexW3104247645MaRDI QIDQ3302796

Yoshiyuki Kabashima, Ying-Ying Xu

Publication date: 11 August 2020

Published in: Journal of Statistical Mechanics: Theory and Experiment (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1605.01867

Mathematics Subject Classification ID

Estimation in multivariate analysis (62H12) Signal theory (characterization, reconstruction, filtering, etc.) (94A12)

Related Items (1)

Approximate message passing for nonconvex sparse regularization with stability and asymptotic analysis

Uses Software

• CVX

Cites Work

• Introduction to the Replica Theory of Disordered Statistical Systems
• Statistical mechanics approach to 1-bit compressed sensing
• Bayesian signal reconstruction for 1-bit compressed sensing
• Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
• Sparse and Redundant Representations
• Beyond Nyquist: Efficient Sampling of Sparse Bandlimited Signals
• Compressed sensing
• Sparse Image and Signal Processing

This page was built for publication: Statistical mechanics analysis of thresholding 1-bit compressed sensing