Communications of the
Korean Mathematical Society
CKMS

ISSN(Print) 1225-1763 ISSN(Online) 2234-3024

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Commun. Korean Math. Soc. 2001; 16(3): 445-458

Printed September 1, 2001

Copyright © The Korean Mathematical Society.

Problems in Inverse Scattering- Illposedness, Resolution, Local Minima, and Uniquenesse

Jung-Woong Ra

Korea Advanced Institute of Science and Technology

Abstract

The shape and the distribution of material construction of the scatterer may be obtained from its scattered fields by the iterative inversion in the spectral domain. The illposedness, the resolution, and the uniqueness of the inversion are the key problems in the inversion and inter-related. The illposedness is shown to be caused by the evanescent modes which carries and amplifies exponentially the measurement errors in the back-propagation of the measured scattered fields. By filtering out all the evanesce nt modes in the cost functional defined as the squared differrence between the mesured and the calculated spatial spectrum of the scattered fields from the iteratively chosen medium parameters of the scatterer, one may regularize the illposedness of the inversion in the expense of the resolution. There exist many local minima of the cost functional for the inversion of the large and the high-contrast scatterer and the hybrid algorithm combining the genetic algorithm and the Levenberg-Marquardt algorithm is shown to find efficiently its global minimum. The resolution of reconstruction obtained by keeping all the propating modes and filtering out the evanescent modes for the regularization becomes 0.5 wavelength. The super resolution may be obtained by keeping the evanescent modes when the measurement error and distance, respectively, are small and near.

Keywords: inverse, scattering, illposedness, resolution, local minima, uniquenesse

MSC numbers: 65O99

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