Electromagnetic Imaging of Hidden 2-D PEC Targets Using Sparse-Signal Modeling

被引:21
作者
Nikolic, Marija M. [1 ]
Nehorai, Arye [2 ]
Djordjevic, Antonije R. [1 ]
机构
[1] Univ Belgrade, Sch Elect Engn, Belgrade 11020, Serbia
[2] Washington Univ, Preston M Green Dept Elect & Syst Engn, St Louis, MO 63130 USA
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2013年 / 51卷 / 05期
基金
美国国家科学基金会;
关键词
Electromagnetic scattering inverse problems; microwave imaging; sparse-signal processing; LINEAR SAMPLING METHOD; INVERSE SCATTERING; SHAPE RECONSTRUCTION; FACTORIZATION METHOD; REGULARIZATION; OBJECTS; DECOMPOSITION; CONDUCTORS; CYLINDERS; SELECTION;
D O I
10.1109/TGRS.2012.2215042
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
We exploit the sparseness of induced currents on the surfaces of obscured perfectly conducting (PEC) scatterers in developing a single-frequency imaging algorithm in 2-D space. We model the induced currents on the targets by a set of unknown filament currents to which we apply the surface-equivalence theorem. We use l(1) regularization to promote the solutions with a small number of equivalent sources placed in the vicinity of scatterer surfaces. The restored equivalent sources accurately determine the illuminated portions of the scatterer contours. We compare the performance of the algorithm with that of linear sampling (LSM) and MUSIC. We verify the proposed algorithm on the equivalent 3-D experimental model.
引用
收藏
页码:2707 / 2721
页数:15
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