Cc. Chiu et Wt. Chen, Electromagnetic imaging for an imperfectly conducting cylinder by the genetic algorithm, IEEE MICR T, 48(11), 2000, pp. 1901-1905
Citations number
15
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES
This paper presents a computational approach to the imaging of an imperfect
ly conducting cylinder by the genetic algorithm (GA), A conducting cylinder
of unknown shape and conductivity scatters the incident wave in free space
and the scattered field is recorded outside, Based on the boundary conditi
on and the measured scattered held, a set of nonlinear integral equations i
s derived and the imaging problem is reformulated into an optimization prob
lem. The GA is then employed to find out the global extreme solution of the
cost function. Numerical results demonstrated that, even when the initial
guess is far away from the exact one, good reconstruction has been obtained
, In such a case, the gradient-based methods often get trapped in a local e
xtreme. In addition, the effect of Gaussian noise on the reconstruction res
ults is investigated. Numerical results show that multiple incident directi
ons permit good reconstruction of shape and, to a lesser extent, conductivi
ty in the presence of noise in measured data.