Shape reconstruction of 2D perfectly conducting cylinder targets using the particle swarm optimisation

被引:15
|
作者
Chiu, C-C [1 ]
Sun, C-H [1 ]
Fan, Y-S [1 ]
机构
[1] Tamkang Univ, Dept Elect Engn, Tamsui, Taiwan
来源
IMAGING SCIENCE JOURNAL | 2012年 / 60卷 / 02期
关键词
microwave imaging; inverse scattering; particle swarm optimisation; medical imaging; MICROWAVE IMAGING PROCEDURE; DIFFERENTIAL EVOLUTION; FDTD METHOD; TIME; SMW;
D O I
10.1179/1743131X11Y.0000000006
中图分类号
TB8 [摄影技术];
学科分类号
0804 ;
摘要
The particle swarm optimisation (PSO) for shape reconstruction of perfect conducting cylinder (PEC) buried in a half-space is presented. Assume that a conducting cylinder of unknown shape is buried in one half-space and scatters the field incident from another half-space where the scattered filed is measured. Based on the boundary condition and the measured scattered field, a set of nonlinear integral equations is derived and the imaging problem is reformulated into an optimisation problem. The inverse problem is resolved by an optimisation approach, and the global searching scheme PSO is then employed to search the parameter space. Numerical results demonstrate that even when the initial guess is far away from the exact one, good reconstruction can be obtained by using PSO both with and without the additive Gaussian noise.
引用
收藏
页码:83 / 89
页数:7
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