A survey on one-bit compressed sensing: theory and applications

Dictionary Learning for Blind One Bit Compressed Sensing

(2016) Hadi Zayyani et al.   IEEE SIGNAL PROCESSING LETTERS

One-Bit Compressive Sensing With Norm Estimation

(2016) Karin Knudson et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

A MAP Approach for 1-Bit Compressive Sensing in Synthetic Aperture Radar Imaging

(2015) Xiao Dong et al.   IEEE Geoscience and Remote Sensing Letters

Robust One-Bit Bayesian Compressed Sensing with Sign-Flip Errors

(2015) Fuwei Li et al.   IEEE SIGNAL PROCESSING LETTERS

Perturbation analysis of simultaneous orthogonal matching pursuit

(2015) Wenbo Xu et al.   SIGNAL PROCESSING

Amplitude-Aided 1-Bit Compressive Sensing Over Noisy Wireless Sensor Networks

(2015) Ching-Hsien Chen et al.   IEEE Wireless Communications Letters

A survey on distributed compressed sensing: theory and applications

(2014) Hongpeng Yin et al.   Frontiers of Computer Science

One-Bit Compressed Sensing by Linear Programming

(2013) Yaniv Plan et al.   COMMUNICATIONS ON PURE AND APPLIED MATHEMATICS

Sufficient Conditions on Stable Recovery of Sparse Signals With Partial Support Information

(2013) Xiaohan Yu et al.   IEEE SIGNAL PROCESSING LETTERS

Robust 1-Bit Compressive Sensing via Binary Stable Embeddings of Sparse Vectors

(2013) Laurent Jacques et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Variational Bayesian Algorithm for Quantized Compressed Sensing

(2013) Zai Yang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

One-bit compressed sensing with non-Gaussian measurements

(2013) Albert Ai et al.   LINEAR ALGEBRA AND ITS APPLICATIONS

Restoration of Images Corrupted by Impulse Noise and Mixed Gaussian Impulse Noise Using Blind Inpainting

(2013) Ming Yan   SIAM Journal on Imaging Sciences

A Remark on the Restricted Isometry Property in Orthogonal Matching Pursuit

(2012) Qun Mo et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust 1-bit Compressed Sensing and Sparse Logistic Regression: A Convex Programming Approach

(2012) Yaniv Plan et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Regime Change: Bit-Depth Versus Measurement-Rate in Compressive Sensing

(2012) Jason N. Laska et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Robust 1-bit Compressive Sensing Using Adaptive Outlier Pursuit

(2012) Ming Yan et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Perturbation Analysis of Orthogonal Matching Pursuit

(2012) Jie Ding et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Compressive Sensing With Prior Information: Requirements and Probabilities of Reconstruction in ${\mbi \ell}_{\bf 1}$-Minimization

(2012) C. J. Miosso et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Compressed Sensing With Prior Information: Information-Theoretic Limits and Practical Decoders

(2012) Jonathan Scarlett et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

The Orthogonal Super Greedy Algorithm and Applications in Compressed Sensing

(2011) Entao Liu et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Recovering Compressively Sampled Signals Using Partial Support Information

(2011) Michael P. Friedlander et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Compressive Sampling With Generalized Polygons

(2011) Kanke Gao et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Trust, But Verify: Fast and Accurate Signal Recovery From 1-Bit Compressive Measurements

(2011) J. N. Laska et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Reconciling Compressive Sampling Systems for Spectrally Sparse Continuous-Time Signals

(2011) Michael A. Lexa et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Regression shrinkage and selection via the lasso: a retrospective

(2011) Robert Tibshirani   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Analysis of Orthogonal Matching Pursuit Using the Restricted Isometry Property

(2010) Mark A. Davenport 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

Subspace Pursuit for Compressive Sensing Signal Reconstruction

(2009) Wei Dai et al.   IEEE TRANSACTIONS ON INFORMATION THEORY

Sparse Reconstruction by Separable Approximation

(2009) S.J. Wright et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Exploiting Structure in Wavelet-Based Bayesian Compressive Sensing

(2009) Lihan He et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

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

Uniform Uncertainty Principle and Signal Recovery via Regularized Orthogonal Matching Pursuit

(2008) Deanna Needell et al.   FOUNDATIONS OF COMPUTATIONAL MATHEMATICS

An Introduction To Compressive Sampling

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

Bayesian Compressive Sensing

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