Guest Editorial: Special Cluster on Compressive Sensing as Applied to Electromagnetics

被引:8
作者
Massa, Andrea [1 ,2 ,3 ]
Teixeira, Fernando L. [4 ,5 ]
机构
[1] Univ Trento, Trento, Italy
[2] Univ Trento, Electromagnet Fields, Trento, Italy
[3] Univ Trento, ELEDIA Res Ctr, Trento, Italy
[4] Ohio State Univ, Dept Elect & Comp Engn, Columbus, OH 43210 USA
[5] Ohio State Univ, ElectroSci Lab, Columbus, OH 43210 USA
来源
IEEE ANTENNAS AND WIRELESS PROPAGATION LETTERS | 2015年 / 14卷
关键词
SOURCE LOCALIZATION; SPARSE SOLUTION; ARRAYS; RADAR; SCATTERERS; DIAGNOSIS;
D O I
10.1109/LAWP.2015.2425011
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Compressive Sensing (CS) has driven the introduction, development, and application of a huge number of new methodologies in information theory, signal processing, computer science, and electrical engineering. The first electromagnetic applications of CS methods have been developed for the solution of sparse recovery problems that naturally fit the standard CS requirements. The field of application of CS has been significantly broadened by observing that many electromagnetic problems can be suitably formulated to comply with the above assumptions.
引用
收藏
页码:1022 / 1026
页数:5
相关论文
共 65 条
[1]   Bayesian Compressive Sensing Using Laplace Priors [J].
Babacan, S. Derin ;
Molina, Rafael ;
Katsaggelos, Aggelos K. .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (01) :53-63
[2]   A Simple Proof of the Restricted Isometry Property for Random Matrices [J].
Baraniuk, Richard ;
Davenport, Mark ;
DeVore, Ronald ;
Wakin, Michael .
CONSTRUCTIVE APPROXIMATION, 2008, 28 (03) :253-263
[3]   IEEE-SPS and connexions - An open access education collaboration [J].
Baraniuk, Richard G. ;
Burrus, C. Sidney ;
Thierstein, E. Joel .
IEEE SIGNAL PROCESSING MAGAZINE, 2007, 24 (06) :6-+
[4]   More Is Less: Signal Processing and the Data Deluge [J].
Baraniuk, Richard G. .
SCIENCE, 2011, 331 (6018) :717-719
[5]   Application of Compressive Sensing to Sparse Channel Estimation [J].
Berger, Christian R. ;
Wang, Zhaohui ;
Huang, Jianzhong ;
Zhou, Shengli .
IEEE COMMUNICATIONS MAGAZINE, 2010, 48 (11) :164-174
[6]   Three-Dimensional SAR Focusing From Multipass Signals Using Compressive Sampling [J].
Budillon, Alessandra ;
Evangelista, Annarita ;
Schirinzi, Gilda .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2011, 49 (01) :488-499
[7]  
Candes E., L1 MAGIC CODE
[8]   Decoding by linear programming [J].
Candes, EJ ;
Tao, T .
IEEE TRANSACTIONS ON INFORMATION THEORY, 2005, 51 (12) :4203-4215
[9]  
Candès EJ, 2008, IEEE SIGNAL PROC MAG, V25, P21, DOI 10.1109/MSP.2007.914731
[10]   In situ compressive sensing [J].
Carin, Lawrence ;
Liu, Dehong ;
Guo, Bin .
INVERSE PROBLEMS, 2008, 24 (01)