Title :
Linear GPR inversion for lossy soil and a planar air-soil interface
Author_Institution :
Tech. Univ. Denmark, Lyngby, Denmark
fDate :
12/1/2001 12:00:00 AM
Abstract :
A three-dimensional inversion scheme for fixed-offset ground penetrating radar (GPR) is derived that takes into account the loss in the soil and the planar air-soil interface. The forward model of this inversion scheme is based upon the first Born approximation and the dyadic Green function for a two-layer medium. The forward model is inverted using the Tikhonov-regularized pseudo-inverse operator. This involves two steps: filtering and backpropagation. The filtering is carried out by numerically solving Fredholm integral equations of the first kind and the backpropagation is performed using fast Fourier transforms. Numerical results are provided to illustrate the performance of the inversion scheme
Keywords :
buried object detection; inverse problems; remote sensing by radar; soil; 3D inversion scheme; Fredholm integral equations; Tikhonov-regularized pseudo-inverse operator; backpropagation; diffraction tomography; dyadic Green function; fast Fourier transforms; filtering; first Born approximation; fixed-offset ground penetrating radar; forward model; inverse scattering; inversion scheme; linear GPR inversion; lossy soil; planar air-soil interface; two-layer medium; Approximation methods; Backpropagation algorithms; Filtering; Frequency; Geophysical measurements; Green function; Ground penetrating radar; Integral equations; Scattering; Soil measurements;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on