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Time-Domain Microwave Breast Screening Technique with Reconstructing Cole-Cole Model Parameters
LIU Guangdong, YU Guangqun
CHINESE JOURNAL OF COMPUTATIONAL PHYSICS 2018, 35 (
3
): 313-320. DOI:
10.19596/j.cnki.1001-246x.7638
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328
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A novel time-domain technique for microwave tomography imaging is proposed. In the methodology three main difficulties, nonlinearity and ill-posedness of microwave imaging problem, and dispersion characteristics of breast tissues, are effectively circumvented by nonlinear optimization method, regularization technique, and introduction of a Cole-Cole model, respectively. It is preliminarily confirmed by a two-dimensional numerical example in which noise is considered. It shows that the inversion technique is feasible to detect small breast tumors. It is easy to find shallow tumors and accuracy in estimating static conductivity is best.
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A Modified Confocal Microwave Imaging Method for Detection of Breast Cancer
LIU Guangdong
CHINESE JOURNAL OF COMPUTATIONAL PHYSICS 2017, 34 (
1
): 82-88.
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431
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Algorithms are tentatively modified by adding refraction effect due to inhomogeneous media.Robust Capon beam-forming (RCB) algorithm is used for confocal procession.A frequently-used three-dimensional (3-D) hemispherical breast model is selected.Electrical parameters of breast tissues are modeled by a multi-pole Cole-Cole model in order to consider frequency-dependent property.Finite-difference time-domain (FDTD) method is used to simulate wave propagation in breast with illumination of an ultra-wide band (UWB) plane wave source.In a numerical application, two spherical 3 mm-radius tumors are added into breast to test performance of original CMI method and modified version.It shows that there is improvement on computational precision with slight increase in computational complexity.
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Three-Dimensional Time-Domain Electromagnetic Inverse Scattering Technique for Debye Dispersive Media
LIU Guangdong, YU Guangqun, FAN Shimin
CHINESE JOURNAL OF COMPUTATIONAL PHYSICS 2015, 32 (
4
): 455-468.
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472
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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.
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A Modified FDTD Scheme for Wave Propagation in General Cole-Cole Dispersive Media
LIU Guangdong, ZHANG Kaiyin, FAN Shimin
CHINESE JOURNAL OF COMPUTATIONAL PHYSICS 2014, 31 (
3
): 363-371.
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331
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For finite-difference time-domain (FDTD) scheme in simulation of electromagnetic wave propagation in Cole-Cole dispersive media. Several improvements are made:(1) preserving a term with static ionic conductivity in Cole-Cole model, which is fit for real Cole-Cole media; (2) extending to three-dimensional (3-D) case; (3) selecting parameters of human breast tissues from experiment. Feasibility and validity of the scheme is preliminarily demonstrated by numerical examples. The modified scheme is propitious to wave propagation in general Cole-Cole dispersive media.
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