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
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