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德拜色散媒质的三维时域电磁逆散射技术
引用本文:刘广东,余广群,范士民.德拜色散媒质的三维时域电磁逆散射技术[J].计算物理,2015,32(4):455-468.
作者姓名:刘广东  余广群  范士民
作者单位:1. 阜阳师范学院 物理与电子工程学院, 阜阳 236037;2. 阜阳肿瘤医院 乳腺外科, 阜阳 236018
基金项目:National Natural Science Foundation of China,Key Program of Natural Science Foundation of Anhui Higher Education Institutions of China,Science and Technology Program of Anhui Province, China,Natural Science Foundation of Fuyang Teachers College, China
摘    要:生物组织、土壤、水等媒质的电特性是频率相关的(称为色散媒质),常利用单极德拜(Debye)模型描述.为重建这一类媒质的色散特性,基于泛函分析和变分法,提出一种三维(3-D)时域电磁(EM)逆散射技术,主要流程为:①根据最小二乘准则,转化逆散射问题为约束最小化问题;②应用罚函数法,转化约束最小化问题为无约束最小化问题;③通过变分计算,解析导出梯度(Fréchet导数)表达式;④利用梯度法求解.此外,引入一阶吉洪诺夫(Tikhonov)正则化以应对逆问题的病态特性和噪声影响.数值应用中,将提出的目的 应用到一个简单的三维癌变乳房模型,借助PRP共轭梯度(CG)算法和时域有限差分(FDTD)法,仿真结果初步证实本文目的 的可行性、有效性和鲁棒性.

关 键 词:乳腺癌检测  电磁逆散射  单极德拜色散模型  吉洪诺夫正则化  时域有限差分法  
收稿时间:2014-07-05
修稿时间:2014-12-09

Three-Dimensional Time-Domain Electromagnetic Inverse Scattering Technique for Debye Dispersive Media
LIU Guangdong,YU Guangqun,FAN Shimin.Three-Dimensional Time-Domain Electromagnetic Inverse Scattering Technique for Debye Dispersive Media[J].Chinese Journal of Computational Physics,2015,32(4):455-468.
Authors:LIU Guangdong  YU Guangqun  FAN Shimin
Institution:1. School of Physics and Electronic Engineering, Fuyang Teachers College, Fuyang 236037, China;2. Breast Surgery, Fuyang Cancer Hospital, Fuyang 236018, China
Abstract:Dielectric properties of a variety of media,such as biological tissues,soil,and water,are frequency-dependent,which are depicted frequently by a single-pole Debye model. A three-dimensional (3-D) time-domain electromagnetic inverse scattering technique,based on functional analysis and variation method,is developed to reconstruct dispersive properties of media. Main procedures of the technique are: ① Inverse scattering problem is turned into a constrained minimization problem,according to the least squares criterion; ② Resulting problem is translated into an unconstrained minimization one,using a penalty function method;③ Closed Fréchet derivatives of Lagrange function with respect to properties are derived,based on calculus of variations; ④ Resulting problem is solved with any gradient-based algorithm. Furthermore,a first-order Tikhonov's regularization is adopted to cope with noise and ill-posedness of the problem. In numerical experiment,the technique is applied to a simple 3-D cancerous breast model,with Polak-Ribière-Polyak conjugate gradient algorithm and finite-difference time-domain method. Simulated results demonstrate preliminarily feasibility,effectiveness and robustness of the method.
Keywords:breast cancer detection  electromagnetic inverse scattering  single-pole Debye dispersive model  Tikhonov's regularization  finite-difference time-domain method  
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