An Introduction To Compressive Sampling

Candes, E.J., Wakin, M.B.·2008·IEEE Signal Processing Magazine

DOI 10.1109/msp.2007.914731

Cited by (1,006)

Items 501–600 of 1,006

Wavelet-Based Compressive Imaging of Sparse Targets
Nicola Anselmi, Marco Salucci, Giacomo Oliveri, Andrea Massa · 2015 · IEEE Transactions on Antennas and Propagation
MU-MIMO MAC Protocols for Wireless Local Area Networks: A Survey
Ruizhi Liao, Boris Bellalta, Miquel Oliver, Zhisheng Niu · 2014 · IEEE Communications Surveys & Tutorials
Compressive Sensing-Based Topology Identification for Smart Grids
Mohammad Babakmehr, Marcelo Godoy Simões, Michael B. Wakin, Farnaz Harirchi · 2016 · IEEE Transactions on Industrial Informatics
Structured Turbo Compressed Sensing for Massive MIMO Channel Estimation Using a Markov Prior
Lei Chen, An Liu, Xiaojun Yuan · 2017 · IEEE Transactions on Vehicular Technology
Continuous diffusion signal, EAP and ODF estimation via Compressive Sensing in diffusion MRI
Sylvain Merlet, Rachid Deriche B · 2013 · Medical Image Analysis
Beating Nyquist with light: a compressively sampled photonic link
Jonathan M. Nichols, F. Bucholtz · 2011 · Optics Express
Recovery of Low-Rank Plus Compressed Sparse Matrices With Application to Unveiling Traffic Anomalies
Morteza Mardani, Gonzalo Mateos, Georgios B. Giannakis · 2013 · IEEE Transactions on Information Theory
Data sensing and analysis: Challenges for wearables
James A. Williamson, Qi Liu, Fenglong Lu, Wyatt Mohrman, Kun Li, Robert P. Dick, Li Shang · 2015 · Asia and South Pacific Design Automation Conference (ASP-DAC)
Adaptive and compressive matched field processing
Kay L. Gemba, William S. Hodgkiss, Peter Gerstoft · 2017 · The Journal of the Acoustical Society of America
MT – BCS-Based Microwave Imaging Approach Through Minimum-Norm Current Expansion
Lorenzo Poli, Giacomo Oliveri, F. Viani, Andrea Massa · 2013 · IEEE Transactions on Antennas and Propagation
Bayesian Compressive Sensing Approaches for the Reconstruction of Two-Dimensional Sparse Scatterers Under TE Illuminations
Lorenzo Poli, Giacomo Oliveri, Paolo Rocca, Andrea Massa · 2012 · IEEE Transactions on Geoscience and Remote Sensing
Efficient and Robust Recovery of Sparse Signal and Image Using Generalized Nonconvex Regularization
Fei Wen, Ling Pei, Yuan Yang, Wenxian Yu, Peilin Liu · 2017 · IEEE Transactions on Computational Imaging
Compressed sensing sodium MRI of cartilage at 7T: Preliminary study
Guillaume Madelin, Gregory A. Chang, Ricardo Otazo, Alexej Jerschow, Ravinder Reddy Regatte · 2011 · Journal of Magnetic Resonance
Compressed Sensing Detector Design for Space Shift Keying in MIMO Systems
Chia-Mu Yu, Sung-Hsien Hsieh, Han-Wen Liang, Chun-Shien Lu, Wei‐Ho Chung, Sy‐Yen Kuo, Soo‐Chang Pei · 2012 · IEEE Communications Letters
Microwave Medical Imaging Based on Sparsity and an Iterative Method With Adaptive Thresholding
Masoumeh Azghani, Panagiotis Kosmas, Farokh Marvasti · 2014 · IEEE Transactions on Medical Imaging
Sequential Compressed Sensing With Progressive Signal Reconstruction in Wireless Sensor Networks
Markus Leinonen, Marian Codreanu, Markku J. Juntti · 2014 · IEEE Transactions on Wireless Communications
CCS: Energy-efficient data collection in clustered wireless sensor networks utilizing block-wise compressive sensing
Minh Tuấn Nguyễn, Keith A. Teague, Nazanin Rahnavard · 2016 · Computer Networks
Feature engineering and symbolic regression methods for detecting hidden physics from sparse sensor observation data
Harsha Vaddireddy, Adil Rasheed, Anne Staples, Omer San · 2020 · Physics of Fluids
Multidimensional compressed sensing and their applications
Cesar Federico Caiafa, Andrzej S Cichocki · 2013 · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
Single exposure super-resolution compressive imaging by double phase encoding
Yair Rivenson, Adrian Stern, Bahram Javidi · 2010 · Optics Express
Aliasing-Free Wideband Beamforming Using Sparse Signal Representation
Zijian Tang, Gerrit Blacquière, Geert J. T. Leus · 2011 · IEEE Transactions on Signal Processing
Video Compressed Sensing with Multihypothesis
Eric W. Tramel, James E. Fowler · 2011 · DCC
Low-Complexity Compressive Sensing Detection for Spatial Modulation in Large-Scale Multiple Access Channels
Adrián García‐Rodríguez, Christos Masouros · 2015 · IEEE Transactions on Communications
Statistical mechanics of complex neural systems and high dimensional data
Madhu Advani, Subhaneil Lahiri, Surya Ganguli · 2013 · Journal of Statistical Mechanics Theory and Experiment
Outlier-Robust Matrix Completion via $\ell _p$ -Minimization
Wen-Jun Zeng, Hing Cheung So · 2017 · IEEE Transactions on Signal Processing
A Tutorial on Sparse Signal Reconstruction and Its Applications in Signal Processing
Ljubiša Stanković, Ervin Sejdić, Srdjan Stanković, Miloš Daković, Irena Orović · 2018 · Circuits Systems and Signal Processing
Endo-microscopy beyond the Abbe and Nyquist limits
Lyubov V. Amitonova, Johannes F. de Boer · 2020 · Light Science & Applications
From Interferometric to Tomographic SAR: A Review of Synthetic Aperture Radar Tomography-Processing Techniques for Scatterer Unmixing in Urban Areas
Clément Rambour, Alessandra Budillon, Angel Caroline Johnsy, Laurent Denis, Florence Tupin D, Gilda Schirinzi · 2020 · IEEE Geoscience and Remote Sensing Magazine
Reconstruction-Free Action Inference from Compressive Imagers
Kuldeep Kulkarni, Pavan K. Turaga · 2015 · IEEE Transactions on Pattern Analysis and Machine Intelligence
Information-Theoretic Compressive Sensing Kernel Optimization and Bayesian Cramér–Rao Bound for Time Delay Estimation
Yujie Gu, Nathan A. Goodman · 2017 · IEEE Transactions on Signal Processing
Structural Health Monitoring Damage Detection Systems for Aerospace
2021 · Springer Aerospace Technology
Wide-Angle Synthetic Aperture Radar Imaging: Models and algorithms for anisotropic scattering
Joshua N. Ash, Emre Ertin, Lee C. Potter, Edmund G. Zelnio · 2014 · IEEE Signal Processing Magazine
Sparsity Controlled Random Multiple Access With Compressed Sensing
Jun‐Pyo Hong, Wan Choi, Bhaskar D. Rao · 2014 · IEEE Transactions on Wireless Communications
Fast Variational Sparse Bayesian Learning With Automatic Relevance Determination for Superimposed Signals
Dmitriy Shutin, Thomas Buchgraber, Sanjeev R. Kulkarni, H. Vincent Poor · 2011 · IEEE Transactions on Signal Processing
E-HIPA: An Energy-Efficient Framework for High-Precision Multi-Target-Adaptive Device-Free Localization
Ju Wang, Dingyi Fang, Zhe Yang, Hongbo Jiang, Xiaojiang Chen, Tianzhang Xing, Lin Cai · 2016 · IEEE Transactions on Mobile Computing
1 Exploiting Prior Knowledge in Compressed Sensing Wireless ECG Systems
Luisa F. Polanía, Student Member, Rafael E. Carrillo, Manuel Blanco–Velasco, Kenneth E. Barner, Senior Member · 2015 · Library, Museums and Press - UDSpace (University of Delaware)
Compressive sensing-based lost data recovery of fast-moving wireless sensing for structural health monitoring
Yuequan Bao, Yan Pei Yu, Hui Li, Xingquan Mao, Wenfeng Jiao, Zilong Zou, Jinping Ou · 2014 · Structural Control and Health Monitoring
3D Point Cloud Attribute Compression Using Geometry-Guided Sparse Representation
Shuai Gu, Junhui Hou, Huanqiang Zeng, Hui Yuan, Kai‐Kuang Ma · 2019 · IEEE Transactions on Image Processing
Multiple and single snapshot compressive beamforming
Peter Gerstoft, Angeliki Xenaki, Christoph F. Mecklenbräuker · 2015 · Technical University of Denmark, DTU Orbit (Technical University of Denmark, DTU)
Compressive sensing scalp EEG signals: implementations and practical performance
Amir M. Abdulghani, Alexander J. Casson, Esther Rodriguez–Villegas · 2011 · Medical & Biological Engineering & Computing
Where Analog Meets Digital: Analog?to?Information Conversion and Beyond
Marian Verhelst, Ahmad R. S. Bahai · 2015 · IEEE Solid-State Circuits Magazine
Joint Wall Mitigation and Compressive Sensing for Indoor Image Reconstruction
Eva Lagunas, Moeness G. Amin, Fauzia Ahmad, Montse Nájar · 2012 · IEEE Transactions on Geoscience and Remote Sensing
Sparse representation-based classification scheme for motor imagery-based brain–computer interface systems
Younghak Shin, Seungchan Lee, Jun-Ho Lee, Heung-No Lee · 2012 · Journal of Neural Engineering
Device-Free Localization With Multidimensional Wireless Link Information
Jie Wang, Qinghua Gao, Hongyu Wang, Peng Cheng, Kefei Xin · 2014 · IEEE Transactions on Vehicular Technology
Cognitive-radio and antenna functionalities: A tutorial [Wireless Corner]
Y. Tawk, Joseph Costantine, Christos George Christodoulou · 2014 · IEEE Antennas and Propagation Magazine
Hankel Low-Rank Approximation for Seismic Noise Attenuation
Chong Wang, Zhihui Zhu, Hanming Gu, Xinming Wu, Shuaiqi Liu · 2018 · IEEE Transactions on Geoscience and Remote Sensing
Network-wide traffic flow estimation with insufficient volume detection and crowdsourcing data
Zhengchao Zhang, Meng Li, Xi Lin, Yinhai Wang · 2020 · Transportation Research Part C Emerging Technologies
Recovery of seismic wavefields based on compressive sensing by an l1-norm constrained trust region method and the piecewise random subsampling
Yanfei Wang, Jingjie Cao, Changchun Yang · 2011 · Geophysical Journal International
Bi-level Protected Compressive Sampling
Leo Yu Zhang, Kwok‐Wo Wong, Yushu Zhang, Jiantao Zhou · 2016 · IEEE Transactions on Multimedia
Simulation of Random Fields with Trend from Sparse Measurements without Detrending
Yu Wang, Tengyuan Zhao, Yue Hu, Kok‐Kwang Phoon · 2018 · Journal of Engineering Mechanics
Physics-informed deep learning for signal compression and reconstruction of big data in industrial condition monitoring
Matthew B. Russell, Peng Edward Wang · 2021 · Mechanical Systems and Signal Processing
Golden ratio sparse MRI using tiny golden angles
Stefan Wundrak, Jan Paul, Johannes Ulrici, Erich Hell, Margrit‐Ann Geibel, Peter Bernhardt, Wolfgang Rottbauer, Volker Rasche · 2015 · Magnetic Resonance in Medicine
Advanced reconstruction algorithms for electron tomography: From comparison to combination
Bart Goris, Tom Roelandts, Kees Joost Batenburg, H. Heidari Mezerji, Sara Bals · 2012 · Ultramicroscopy
Exploiting Burst-Sparsity in Massive MIMO With Partial Channel Support Information
An Liu, Vincent K. N. Lau, Wei Dai · 2016 · IEEE Transactions on Wireless Communications
Beam Selection in mm-Wave Multiuser MIMO Systems Using Compressive Sensing
Jinho Choi · 2015 · IEEE Transactions on Communications
On deception jamming for countering bistatic ISAR based on sub‐Nyquist sampling
Xiaoyi Pan, Wei Wang, Dejun Feng, Yongcai Liu, Qixiang Fu, Guoyu Wang · 2013 · IET Radar Sonar & Navigation
Compressed Sensing-Aided Downlink Channel Training for FDD Massive MIMO Systems
Yong-Hee Han, Jungwoo Lee, David J. Love · 2017 · IEEE Transactions on Communications
Permutation Meets Parallel Compressed Sensing: How to Relax Restricted Isometry Property for 2D Sparse Signals
Hao Fang, Sergiy A. Vorobyov, Hai Jiang, Omid Taheri · 2013 · IEEE Transactions on Signal Processing
Rakeness in the Design of Analog-to-Information Conversion of Sparse and Localized Signals
Mauro Mangia, Riccardo Rovatti, Gianluca Setti · 2012 · IEEE Transactions on Circuits and Systems I Regular Papers
Applications of Compressed Sensing for SAR Moving-Target Velocity Estimation and Image Compression
Ahmed Shaharyar Khwaja, Jianwei Ma · 2011 · IEEE Transactions on Instrumentation and Measurement
Constrained ${\rm T}p{\rm V}$ Minimization for Enhanced Exploitation of Gradient Sparsity: Application to CT Image Reconstruction
Emil Y. Sidky, Rick Chartrand, John M. Boone, Xiaochuan Pan · 2014 · IEEE Journal of Translational Engineering in Health and Medicine
Frequency Domain Compressive Sampling for Ultrasound Imaging
Céline Quinsac, Adrian Basarab, Denis Kouamé · 2012 · Advances in Acoustics and Vibration
Real-world underwater fish recognition and identification, using sparse representation
Yi-Hao Hsiao, Chien-Chang Chen, Sun-In Lin, Fang‐Pang Lin · 2013 · Ecological Informatics
Etalon Array Reconstructive Spectrometry
Eric Huang, Qian Ma, Zhaowei Liu · 2017 · Scientific Reports
Parallel and Distributed Successive Convex Approximation Methods for Big-Data Optimization
Gesualdo Scutari, Ying Sun · 2018 · Lecture notes in mathematics
Internet of Bikes: A DTN Protocol with Data Aggregation for Urban Data Collection
Yosra Zguira, Hervé Rivano, Aref Meddeb · 2018 · Sensors
Cone penetration test (CPT)-based subsurface soil classification and zonation in two-dimensional vertical cross section using Bayesian compressive sampling
Yu Wang, Yue Hu, Tengyuan Zhao · 2019 · Canadian Geotechnical Journal
Digital Predistortion of LTE-A Power Amplifiers Using Compressed-Sampling-Based Unstructured Pruning of Volterra Series
Abubaker Abdelhafiz, Andrew Kwan, Oualid Hammi, Fadhel M. Ghannouchi · 2014 · IEEE Transactions on Microwave Theory and Techniques
A Sparse-Based Approach for DOA Estimation and Array Calibration in Uniform Linear Array
Hongqing Liu, Luming Zhao, Yong Li, Xiaorong Jing, Trieu‐Kien Truong · 2016 · IEEE Sensors Journal
Autofocusing for Sparse Aperture ISAR Imaging Based on Joint Constraint of Sparsity and Minimum Entropy
Shuanghui Zhang, Yongxiang Liu, Xiang Li · 2016 · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Adaptive regional single-pixel imaging based on the Fourier slice theorem
Hongzhi Jiang, Shuguang Zhu, Huijie Zhao, Bingjie Xu, Xudong Li · 2017 · Optics Express
High-speed ultrawideband photonically enabled compressed sensing of sparse radio frequency signals
Bryan T. Bosworth, Mark A. Foster · 2013 · Optics Letters
Heterogeneous feature machines for visual recognition
Liangliang Cao, Jiebo Luo, Feng Liang, Thomas S. Huang · 2009 · IEEE/CVF International Conference on Computer Vision (ICCV)
Compressive Sensing-Based IoT Applications: A Review
Hamza Djelouat, Abbes Amira, Fayçal Bensaali · 2018 · Journal of Sensor and Actuator Networks
Experimental Quantum State Tomography via Compressed Sampling
Wei-Tao Liu, Ting Zhang, Jiying Liu, Ping‐Xing Chen, Jianmin Yuan · 2012 · Physical Review Letters
Experimental investigation of the quality of lensless super-resolution ghost imaging via sparsity constraints
Wenlin Gong, Shensheng Han · 2012 · Physics Letters A
Compressive Sensing Algorithms for Signal Processing Applications: A Survey
Mohammed M. Abo-Zahhad, Aziza I. Hussein, Abdelfatah M. Mohamed · 2015 · International Journal of Communications Network and System Sciences
Compressed sensing for active non-line-of-sight imaging
Juntian Ye, Xin Huang, Zheng-Ping Li, Feihu Xu · 2020 · Optics Express
Stable restoration and separation of approximately sparse signals
Christoph Studer, Richard G. Baraniuk · 2013 · Applied and Computational Harmonic Analysis
Compressed Sensing for Multidimensional Spectroscopy Experiments
Sanders, Jacob N., Saikin, Semion K., Mostame, Sarah, Andrade, Xavier, Widom, Julia R., Marcus, Andrew H., Aspuru-Guzik, Alán · 2012 · The Journal of Physical Chemistry Letters
How little data is enough? Phase-diagram analysis of sparsity-regularized X-ray computed tomography
Jakob Sauer Jørgensen, E. Y. Sidky · 2015 · Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences
Sparse Multi-User Detection for CDMA transmission using greedy algorithms
Henning Schepker, Armin Dekorsy · 2011 · International Symposium on Wireless Communication Systems
High performance compressive sensing reconstruction hardware with QRD process
Jerome L.V.M. Stanislaus, Tinoosh Mohsenin · 2012 · IEEE International Symposium on Circuits and Systems proceedings
LINEAR ARRAY SAR IMAGING VIA COMPRESSED SENSING
Shunjun Wei, Xiaoling Zhang, Jun Tao Shi · 2011 · Electromagnetic waves
Compressed Sensing Reconstruction of 3D Ultrasound Data Using Dictionary Learning and Line-Wise Subsampling
Oana Lorintiu, Hervé Liebgott, Martino Alessandrini, Olivier Bernard, Denis P. Friboulet · 2015 · IEEE Transactions on Medical Imaging
Phase imaging by spatial wavefront sampling
Fernando Soldevila, Vicente Durán, Pere Clemente, Jesús Láncis, Enrique Tajahuerce · 2018 · Optica
A Multithreshold Iterative DBIM-Based Algorithm for the Imaging of Heterogeneous Breast Tissues
Michele Ambrosanio, Panagiotis Kosmas, Vito Pascazio · 2018 · IEEE Transactions on Biomedical Engineering
An energy-efficient data collection scheme using denoising autoencoder in wireless sensor networks
Guorui Li, Sancheng Peng, Cong Wang, Jianwei Niu, Ying Yuan · 2018 · Tsinghua Science & Technology
On Known-Plaintext Attacks to a Compressed Sensing-Based Encryption: A Quantitative Analysis
Valerio Cambareri, Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti · 2015 · IEEE Transactions on Information Forensics and Security
Estimating Multiple Frequency-Hopping Signal Parameters via Sparse Linear Regression
Daniele Angelosante, Georgios B. Giannakis, Nicholas D. Sidiropoulos · 2010 · IEEE Transactions on Signal Processing
Single Pixel Black Phosphorus Photodetector for Near‐Infrared Imaging
Jinshui Miao, Bo Song, Zhihao Xu, Le Cai, Suoming Zhang, Lixin Dong, Chuan Wang · 2017 · Small
Background Subtraction via Robust Dictionary Learning
Cong Zhao, Xiaogang Wang, Wai-Kuen Cham · 2011 · EURASIP Journal on Image and Video Processing
Compressed Sensing With Prior Information: Information-Theoretic Limits and Practical Decoders
Jonathan Scarlett, Jamie Evans, Subhrakanti Dey · 2012 · IEEE Transactions on Signal Processing
Detecting hidden nodes in complex networks from time series
Ri‐Qi Su, Wen-Xu Wang, Ying‐Cheng Lai · 2012 · Physical Review E
Hash-Based Identification of Sparse Image Tampering
Marco Tagliasacchi, Giuseppe Valenzise, Stefano Tubaro · 2009 · IEEE Transactions on Image Processing
Real-time single-pixel video imaging with Fourier domain regularization
Krzysztof M. Czajkowski, Anna Pastuszczak, Rafał Kotyński · 2018 · Optics Express
Digital Twin: Values, Challenges and Enablers
Rasheed, Adil, San, Omer, Kvamsdal, Trond · 2019 · arXiv
Bayesian compressive sensing in synthetic aperture radar imaging
Jin Wu Xu, Yiming Pi, Zhe Cao · 2012 · IET Radar Sonar & Navigation
Compressive sensing applied to radar systems: an overview
Muhammad Abdul Hadi, Saleh A. Alshebeili, Khalid Jamil, Fathi E. Abd El‐Samie · 2015 · Signal Image and Video Processing
Compressive Sensing in Signal Processing: Algorithms and Transform Domain Formulations
Irena Orović, Vladan Papić, Cornel Ioana, Xiumei Li, Srđan Stanković · 2016 · Mathematical Problems in Engineering