Title :
Microwave imaging of three-dimensional dielectric objects employing evolution strategies
Author :
Rashidi, Payam ; El-Shenawee, Magda ; Macias, Demetrio ; Miller, Eric
Author_Institution :
Dept. of Electr. Eng., Arkansas Univ., Fayetteville, AR, USA
Abstract :
This paper investigates the performance of an evolutionary algorithm in the reconstruction of the shape and location of an arbitrary three-dimensional (3-D) dielectric object immersed in air. An evolution strategy optimization technique is combined with the method of moments to estimate, in terms of a multidimensional optimization problem, the unknown parameters that determine the shape and the location of the object. The reconstruction is performed through the minimization of an error function between the synthetic measurements and simulated scattered data. The results show a potential of the algorithm in estimating the shape and location of 3-D objects.
Keywords :
dielectric bodies; evolutionary computation; microwave imaging; minimisation; error function minimization; evolution strategy optimization technique; evolutionary algorithm; location estimation; microwave imaging; multidimensional optimization problem; shape reconstruction; simulated scattered data; synthetic measurements; three-dimensional dielectric objects; Dielectrics; Evolutionary computation; Image reconstruction; Microwave imaging; Moment methods; Multidimensional systems; Optimization methods; Performance evaluation; Scattering; Shape;
Conference_Titel :
Wireless Communications and Applied Computational Electromagnetics, 2005. IEEE/ACES International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-9068-7
DOI :
10.1109/WCACEM.2005.1469608