Subspace-Based Optimization Method for Inverse Scattering Problems Utilizing Phaseless Data

被引:45
作者
Pan, Li [1 ]
Zhong, Yu [1 ]
Chen, Xudong [1 ]
Yeo, Swee Ping [1 ]
机构
[1] Natl Univ Singapore, Dept Elect & Comp Engn, Singapore 117576, Singapore
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2011年 / 49卷 / 03期
关键词
Inverse scattering; optimization; phaseless data; TOTAL FIELD; RECONSTRUCTION; TE; TM;
D O I
10.1109/TGRS.2010.2070512
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
This paper presents a novel variation of the subspace-based optimization method (SOM) to reconstruct the scatterer's permittivity profile by utilizing only phaseless measurements (i.e., intensity data of the total field with no phase information). Based on spectrum analysis, the contrast source is partitioned into two orthogonally complementary portions (viz., deterministic and ambiguous portions). The original SOM's procedure to obtain the deterministic portion has to be modified in order to accommodate the lack of phase information while the ambiguous portion is determined by another nonlinear optimization. The numerical results presented for the two examples of scatterers under transverse-electric incidence have demonstrated that the proposed method is capable of reconstructing complicated patterns with rapid rate of convergence and robust immunity to noise.
引用
收藏
页码:981 / 987
页数:7
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