Sparse Signal Reconstruction–Introduction

[1]  E. Candès The restricted isometry property and its implications for compressed sensing , 2008 .

[2]  I. Daubechies,et al.  An iterative thresholding algorithm for linear inverse problems with a sparsity constraint , 2003, math/0307152.

[3]  R.G. Baraniuk,et al.  Compressive Sensing [Lecture Notes] , 2007, IEEE Signal Processing Magazine.

[4]  Joel A. Tropp,et al.  Signal Recovery From Random Measurements Via Orthogonal Matching Pursuit , 2007, IEEE Transactions on Information Theory.

[5]  M. Fornasier,et al.  Iterative thresholding algorithms , 2008 .

[6]  Deanna Needell,et al.  CoSaMP: Iterative signal recovery from incomplete and inaccurate samples , 2008, ArXiv.

[7]  Stéphane Mallat,et al.  Matching pursuits with time-frequency dictionaries , 1993, IEEE Trans. Signal Process..

[8]  Mário A. T. Figueiredo,et al.  Gradient Projection for Sparse Reconstruction: Application to Compressed Sensing and Other Inverse Problems , 2007, IEEE Journal of Selected Topics in Signal Processing.

[9]  Emmanuel J. Candès,et al.  Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information , 2004, IEEE Transactions on Information Theory.

[10]  Michael Elad,et al.  Sparse and Redundant Representations - From Theory to Applications in Signal and Image Processing , 2010 .

[11]  Ljubiša Stanković,et al.  Adaptive Variable Step Algorithm for Missing Samples Recovery in Sparse Signals , 2013, IET Signal Process..

[12]  Srdjan Stankovic,et al.  Missing samples analysis in signals for applications to L-estimation and compressive sensing , 2014, Signal Process..

[13]  Lawrence Carin,et al.  Bayesian Compressive Sensing , 2008, IEEE Transactions on Signal Processing.

[14]  Moeness G. Amin,et al.  Compressive sensing for urban radar , 2014 .

[15]  LJubisa Stankovic,et al.  A measure of some time-frequency distributions concentration , 2001, Signal Process..

[16]  R. Tibshirani,et al.  Sparsity and smoothness via the fused lasso , 2005 .

[17]  E.J. Candes,et al.  An Introduction To Compressive Sampling , 2008, IEEE Signal Processing Magazine.