ELECTROMAGNETIC IMAGING OF UNDERGROUND TARGETS USING CONSTRAINED OPTIMIZATION

被引:47
作者
CHATURVEDI, P
PLUMB, RG
机构
[1] Department of Electrical Engineering and Computer Science, Radar Systems and Remote Sensing Laboratory, University of Kansas, Lawrence
来源
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING | 1995年 / 33卷 / 03期
关键词
D O I
10.1109/36.387572
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
Several high-frequency electromagnetic techniques have been used in recent years to detect and identify buried objects. Post-processing of the collected data is performed in many of these techniques to obtain high-quality images of buried targets, Accurate reconstructions of the target's constitutive parameters can be obtained by casting the imaging problem in terms of an inverse electromagnetic scattering problem, A number of techniques have been put forth recently to invert the electromagnetic data to obtain such images, In this paper, we use a frequency-domain Born iterative method to reconstruct images of shallow targets, The Born iterative technique requires successive solutions to a forward scattering problem followed by an inverse scattering problem at each iteration step, We use a finite-difference time domain (FDTD) algorithm to solve the forward scattering problem and constrained optimization for the inverse problem. Two-dimensional simulated data for several canonical objects buried in the ground are obtained using the FDTD technique, The same FDTD code is also used in calculating the Green's function required for solving the constrained optimization problem, Lossy, inhomogeneous ground models are used in several simulations to illustrate the use of this technique for practical situations, The inversion process can be used to reconstruct images for many realistic dielectric contrasts for which a linear Born approximation fails. Moreover, it is also shown that a small number of measurements results in accurate reconstructions with this technique, Use of multiple frequencies is also investigated.
引用
收藏
页码:551 / 561
页数:11
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