DocumentCode :
2631197
Title :
3D Electromagnetic imaging using compressive sensing
Author :
Nikolic, Marija ; Tang, Gongguo ; Nehorai, Arye
Author_Institution :
Dept. of Electr. & Syst. Eng., Washington Univ. in St. Louis, St. Louis, MO, USA
fYear :
2010
fDate :
4-7 Oct. 2010
Firstpage :
37
Lastpage :
40
Abstract :
We develop the application of compressive sensing (CS) for solving general inverse electromagnetic problems such as three-dimensional (3D) microwave imaging. The goal is to estimate locations of unknown, but sparse targets, hidden inside dielectric bodies. The potential of CS for localizing sparse targets in vacuum or buried in ground was shown in previous work. We extend the proposed schemes by considering arbitrary embedding medium and exploiting dual-polarized measurements. We compare the performance of CS and beamforming in the breast-cancer estimation problem.
Keywords :
array signal processing; buried object detection; electromagnetic wave propagation; microwave imaging; 3D electromagnetic imaging; arbitrary embedding medium; breast-cancer estimation problem; compressive sensing; dielectric bodies; dual-polarized measurement; inverse electromagnetic problem; sparse target localization; three-dimensional microwave imaging; Arrays; Compressed sensing; Dielectrics; Electromagnetics; Microwave imaging; Microwave theory and techniques; breast cancer; compressive sensing; inverse scattering; microwave imaging; radar; sparse signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Sensor Array and Multichannel Signal Processing Workshop (SAM), 2010 IEEE
Conference_Location :
Jerusalem
ISSN :
1551-2282
Print_ISBN :
978-1-4244-8978-7
Electronic_ISBN :
1551-2282
Type :
conf
DOI :
10.1109/SAM.2010.5606756
Filename :
5606756
Link To Document :
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