Title :
Computational approach based on some population-based optimization algorithms for inverse scattering of a metallic cylinder
Author :
Chi-Hsien Sun ; San-Liang Lee ; Chung-Hsin Huang ; Ching-Lieh Li ; Chien-Ching Chiu ; Cha-Lin Ni ; Hsu Jung-Chin
Author_Institution :
Dept. of Electron. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
Abstract :
The paper presents a study of time domain inverse scattering for a metallic cylinder based on the finite difference time domain (FDTD) method and the evolutionary algorithms (EAs). The FDTD method is employed to calculate the scattered E fields for the forward scattering, while the inverse scattering problem is transformed into an optimization one. The idea is to perform the image reconstruction by utilization of some optimization schemes to minimize the discrepancy between the measured and calculated scattered field data. The schemes tested include differential evolution (DE), dynamic differential evolution (DDE), self-adaptive differential evolution (SADE) and self-adaptive dynamic differential evolution (SADDE). The suitability and efficiency of the above methods applied to microwave imaging of a 2-D metallic cylinder are examined. Numerical results show that good reconstruction can be obtained by all optimization methods tested. However, SADDE outperforms DE, DDE and SADE regarding the reconstruction accuracy and the convergent speed in terms of the number of the function calls.
Keywords :
electromagnetic wave scattering; evolutionary computation; finite difference time-domain analysis; image reconstruction; inverse problems; microwave imaging; 2D metallic cylinder; FDTD; SADDE; SADE; evolutionary algorithms; finite difference time-domain method; forward scattering; image reconstruction; microwave imaging; population based optimization algorithms; reconstruction accuracy; self-adaptive differential evolution; self-adaptive dynamic differential evolution; time domain inverse scattering; Evolutionary computation; Finite difference methods; Image reconstruction; Inverse problems; Quantum cascade lasers; Time-domain analysis; Cubic-Spline; Differential Evolution (DE) Algorithm; Dynamic Differential Evolution (DDE); Finite Difference Time Domain (FDTD); Inverse Scattering; Self-Adaptive Differential Evolution (SADE) and Self-Adaptive Dynamic Differential Evolution (SADDE); Time Domain;
Conference_Titel :
Electromagnetic Theory (EMTS), Proceedings of 2013 URSI International Symposium on
Print_ISBN :
978-1-4673-4939-0