Robustly Stable Signal Recovery in Compressed Sensing With Structured Matrix Perturbation

Robustly Stable Signal Recovery in Compressed Sensing With Structured Matrix Perturbation

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

On Phase Transition of Compressed Sensing in the Complex Domain

(2011) Zai Yang et al.   IEEE SIGNAL PROCESSING LETTERS

Blind Compressed Sensing

(2011) Sivan Gleichman et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Orthonormal Expansion $\ell_{1}$-Minimization Algorithms for Compressed Sensing

(2011) Zai Yang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Sparsity-Cognizant Total Least-Squares for Perturbed Compressive Sampling

(2011) Hao Zhu et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Sensitivity to Basis Mismatch in Compressed Sensing

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

Compressed Sensing: How Sharp Is the Restricted Isometry Property?

(2011) Jeffrey D. Blanchard et al.   SIAM REVIEW

General Deviants: An Analysis of Perturbations in Compressed Sensing

(2010) M.A. Herman et al.   IEEE Journal of Selected Topics in Signal Processing

Model-Based Compressive Sensing

(2010) Richard G. Baraniuk et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Block-Sparse Signals: Uncertainty Relations and Efficient Recovery

(2010) Yonina C. Eldar et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Iterative hard thresholding for compressed sensing

(2009) Thomas Blumensath et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Achieving Higher Resolution ISAR Imaging With Limited Pulses via Compressed Sampling

(2009) Lei Zhang et al.   IEEE Geoscience and Remote Sensing Letters

Sampling Theorems for Signals From the Union of Finite-Dimensional Linear Subspaces

(2009) Thomas Blumensath et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

High-Resolution Radar via Compressed Sensing

(2009) M.A. Herman et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Shifting Inequality and Recovery of Sparse Signals

(2009) T.T. Cai et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Message-passing algorithms for compressed sensing

(2009) David L. Donoho et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Sparsest solutions of underdetermined linear systems via ℓq-minimization for 0<q⩽1

(2008) Simon Foucart et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

CoSaMP: Iterative signal recovery from incomplete and inaccurate samples

(2008) D. Needell et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

The restricted isometry property and its implications for compressed sensing

(2008) Emmanuel J. Candès   COMPTES RENDUS MATHEMATIQUE

A Simple Proof of the Restricted Isometry Property for Random Matrices

(2008) Richard Baraniuk et al.   CONSTRUCTIVE APPROXIMATION

Bayesian Compressive Sensing

(2008) Shihao Ji et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Restricted isometry properties and nonconvex compressive sensing

(2008) Rick Chartrand et al.   INVERSE PROBLEMS