Super-Resolution Compressed Sensing: An Iterative Reweighted Algorithm for Joint Parameter Learning and Sparse Signal Recovery

Towards a Mathematical Theory of Super-resolution

(2013) Emmanuel J. Candès et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Exact Reconstruction Analysis of Log-Sum Minimization for Compressed Sensing

(2013) Yanning Shen et al.   IEEE SIGNAL PROCESSING LETTERS

A Fast and Accurate Reconstruction Algorithm for Compressed Sensing of Complex Sinusoids

(2013) Lei Hu et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Spectral compressive sensing

(2012) Marco F. Duarte et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Compressed Sensing of Complex Sinusoids: An Approach Based on Dictionary Refinement

(2012) Lei Hu et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Off-Grid Direction of Arrival Estimation Using Sparse Bayesian Inference

(2012) Zai Yang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Coherence Pattern–Guided Compressive Sensing with Unresolved Grids

(2012) Albert Fannjiang et al.   SIAM Journal on Imaging Sciences

Sensitivity to Basis Mismatch in Compressed Sensing

(2011) Yuejie Chi et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Iterative Reweighted $\ell_1$ and $\ell_2$ Methods for Finding Sparse Solutions

(2010) D. Wipf et al.   IEEE Journal of Selected Topics in Signal Processing

Enhancing Sparsity by Reweighted ℓ 1 Minimization

(2008) Emmanuel J. Candès et al.   JOURNAL OF FOURIER ANALYSIS AND APPLICATIONS