Electromagnetic inverse scattering of two-dimensional perfectly conducting objects by real-coded genetic algorithm

被引:59
作者
Qing, A
Lee, CK
Jen, L
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[2] SW Jiaotong Univ, Inst Electromagnet Theory & Microwave Technol, Chengdu 610031, Peoples R China
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 2001年 / 39卷 / 03期
关键词
real-coded genetic algorithm; shape reconstruction; two-dimensional (2-D) perfectly conducting objects;
D O I
10.1109/36.911123
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
Shape reconstruction of two-dimensional perfectly conducting objects using noisy measured scattering data is considered in this paper. The contour of each conducting object is denoted by a shape function in the local polar coordinate which is approximated by a trigonometric series. A point-matching method is used to solve the scattering problem. The main idea of the inversion algorithm is to cast the inverse problem into a restrained minimization problem and to solve it by the real-coded genetic algorithm (RGA). The performance of this algorithm is demonstrated by numerically reconstructing arbitrarily shaped objects and by a detailed comparison with both the standard genetic algorithm (SGA) and the Newton-Kantorovitch method.
引用
收藏
页码:665 / 676
页数:12
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