Restricted isometry properties and nonconvex compressive sensing
Top Cited Papers
- 14 May 2008
- journal article
- Published by IOP Publishing in Inverse Problems
- Vol. 24 (3)
- https://doi.org/10.1088/0266-5611/24/3/035020
Abstract
In previous work, numerical experiments showed that ‘, variant of the restricted isometry property, and then determine how many random, Gaussian measurements are sucient,for the condition to hold with high probability. The resulting sucient,condition is met by fewer measurements for smaller p. AMS classication scheme numbers: 94A12, 94A08, 94A20, 60F10 Restricted isometry properties and nonconvex compressive sensing,2Keywords
This publication has 18 references indexed in Scilit:
- Signal Recovery From Random Measurements Via Orthogonal Matching PursuitIEEE Transactions on Information Theory, 2007
- Exact Reconstruction of Sparse Signals via Nonconvex MinimizationIEEE Signal Processing Letters, 2007
- Deterministic constructions of compressed sensing matricesJournal of Complexity, 2007
- Sparsity and incoherence in compressive samplingInverse Problems, 2007
- Near-Optimal Signal Recovery From Random Projections: Universal Encoding Strategies?IEEE Transactions on Information Theory, 2006
- Compressed sensingIEEE Transactions on Information Theory, 2006
- Thresholds for the Recovery of Sparse Solutions via L1 MinimizationPublished by Institute of Electrical and Electronics Engineers (IEEE) ,2006
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency informationIEEE Transactions on Information Theory, 2006
- Atomic Decomposition by Basis PursuitSIAM Journal on Scientific Computing, 1998
- Sparse Approximate Solutions to Linear SystemsSIAM Journal on Computing, 1995