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    题名: Estimation of the Two-Dimensional Homogenous Dielectric Scatterer in a Slab Medium Using Particle Swarm Optimization and Asynchronous Particle Swarm Optimization
    作者: Chiang, Jen-Shiun;Gu, Wei-Siang;Chiu, Chien-Ching;Sun, Chi-Hsien
    关键词: asynchronous particle swarm optimization (APSO);cubic-spline;finite-difference timedomain;(FDTD);inverse scattering, particle swarm optimization (PSO);perfect matching layer;(PML);relative noise level (RNL);time domain
    日期: 2015/03/19
    上传时间: 2016-11-23 02:10:47 (UTC+8)
    出版者: Taylor & Francis
    摘要: A microwave imaging technique based on particle swarm optimization (PSO) and asynchronous particle swarm optimization (APSO) are proposed for the electromagnetic inverse scattering. In this article, the finite-difference time-domain (FDTD) method is employed for the analysis of the forward scattering part, while PSO and/or APSO schemes (combining with FDTD) are applied to tackle the inverse scattering part. These two schemes aim for the simultaneous reconstruction of the location, shape, and permittivity of the dielectric scatterer in a slab medium. The reconstruction is based on the minimization of a cost functional, which evaluates the difference between measured and estimated values of the electric field. These two schemes are tested by several numerical examples, and the numerical results indicate that APSO outperforms PSO in terms of reconstruction accuracy and convergence speed. Both techniques have been tested in the case of simulated measurements contaminated by additive white Gaussian noise.
    關聯: Research in Nondestructive Evaluation 26(4), pp.208-224
    DOI: 10.1080/09349847.2015.1024906
    显示于类别:[電機工程學系暨研究所] 期刊論文

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