DocumentCode :
1568552
Title :
A Differential Evolution-based iterative multi-scaling algorithm for microwave imaging of dielectric structures
Author :
Donelli, M. ; Massa, A. ; Oliveri, G. ; Pastorino, M. ; Randazzo, A.
Author_Institution :
Dept. of Inf. Eng. & Comput. Sci., Univ. of Trento, Trento, Italy
fYear :
2010
Firstpage :
90
Lastpage :
95
Abstract :
Electromagnetic inverse scattering problems arise in several diagnostic applications, in which the objective is retrieving the physical and geometrical properties of the unknown targets under test starting from measured samples of the scattered electric field. Solving such problems is still a challenging task, due to the related ill-posedness and nonlinearity. In order to partially overcome such difficulties, the inverse scattering problem is often recast as a global optimization problem, which can be solved by using stochastic methods. In this paper a new approach, based on the Differential Evolution method and on an iterative multiscaling strategy is proposed. Some results, concerning the imaging of dielectric structures are reported and discussed.
Keywords :
dielectric materials; electromagnetic wave scattering; geometry; iterative methods; stochastic processes; diagnostic applications; dielectric structures; differential evolution-based iterative multiscaling algorithm; electric field scattering; electromagnetic inverse scattering problems; iterative multiscaling strategy; microwave imaging; optimization problem; stochastic methods; Dielectric measurements; Electric variables measurement; Electromagnetic fields; Electromagnetic measurements; Electromagnetic scattering; Inverse problems; Iterative algorithms; Microwave imaging; Optimization methods; Testing; Microwave imaging; differential evolution; inverse scattering;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Imaging Systems and Techniques (IST), 2010 IEEE International Conference on
Conference_Location :
Thessaloniki
Print_ISBN :
978-1-4244-6492-0
Type :
conf
DOI :
10.1109/IST.2010.5548515
Filename :
5548515
Link To Document :
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