Compressed Sensing Off the Grid

Coherence, Compressive Sensing, and Random Sensor Arrays

(2012) L. Carin et al.   IEEE ANTENNAS AND PROPAGATION MAGAZINE

User-Friendly Tail Bounds for Sums of Random Matrices

(2011) Joel A. Tropp   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

Recovering Low-Rank Matrices From Few Coefficients in Any Basis

(2011) David Gross   IEEE TRANSACTIONS ON INFORMATION THEORY

Sensitivity to Basis Mismatch in Compressed Sensing

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

Sparse Estimation of Spectral Lines: Grid Selection Problems and Their Solutions

(2011) Petre Stoica et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

SPICE and LIKES: Two hyperparameter-free methods for sparse-parameter estimation

(2011) Petre Stoica et al.   SIGNAL PROCESSING

ORBITOPES

(2011) Raman Sanyal et al.   MATHEMATIKA

General Deviants: An Analysis of Perturbations in Compressed Sensing

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

New Method of Sparse Parameter Estimation in Separable Models and Its Use for Spectral Analysis of Irregularly Sampled Data

(2010) Petre Stoica et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Quantum State Tomography via Compressed Sensing

(2010) David Gross et al.   PHYSICAL REVIEW LETTERS

Compressed Channel Sensing: A New Approach to Estimating Sparse Multipath Channels

(2010) Waheed U. Bajwa et al.   PROCEEDINGS OF THE IEEE

Compressed Remote Sensing of Sparse Objects

(2010) Albert C. Fannjiang et al.   SIAM Journal on Imaging Sciences

Guaranteed Minimum-Rank Solutions of Linear Matrix Equations via Nuclear Norm Minimization

(2010) Benjamin Recht et al.   SIAM REVIEW

Exact Matrix Completion via Convex Optimization

(2009) Emmanuel J. Candès et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

High-Resolution Radar via Compressed Sensing

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

Improved Approach to LIDAR Airport Obstruction Surveying Using Full-Waveform Data

(2009) Christopher E. Parrish et al.   JOURNAL OF SURVEYING ENGINEERING

Sparse Sampling of Signal Innovations

(2008) T. Blu et al.   IEEE SIGNAL PROCESSING MAGAZINE

An Introduction To Compressive Sampling

(2008) E.J. Candes et al.   IEEE SIGNAL PROCESSING MAGAZINE

Spectral Analysis of Nonuniformly Sampled Data: A New Approach Versus the Periodogram

(2008) P. Stoica et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING