DocumentCode :
2807477
Title :
Full-waveform inversion of GPR data in frequency-domain
Author :
Yang, X. ; van der Kruk, J. ; Bikowski, J. ; Kumbhar, P. ; Vereecken, H. ; Meles, G.A.
Author_Institution :
Agrosphere, Forschungszentrum Julich, Jülich, Germany
fYear :
2012
fDate :
4-8 June 2012
Firstpage :
324
Lastpage :
328
Abstract :
A new full-waveform inversion scheme is developed to obtain high-resolution images of cross-hole ground penetrating radar (GPR) data. The inversion is formulated as a non-linear least squares problem which minimizes errors between synthetic and observed data. The full-waveform modeling is implemented in frequency domain using the finite-difference (FDFD) solution of Maxwell equation. Here, we are using an iterative gradient method (Gauss-Newton) where the gradient is determined by using the forward vector wavefield and the backward-propagated vectorial residual wavefield. The algorithm inverts sequentially from low to high frequencies and permittivity and conductivity distributions can be obtained simultaneously. Preliminary inversion results of a synthetic example for a homogeneous background model with embedded high contrast parameters anomalies show that the permittivity result is comparable with time domain full-waveform inversion that uses an expanding bandwidth for increasing iterations.
Keywords :
Maxwell equations; Newton method; electrical conductivity; finite difference methods; frequency-domain analysis; gradient methods; ground penetrating radar; image resolution; least squares approximations; permittivity; radar imaging; FD solution; GPR data; Gauss-Newton method; Maxwell equation; backward-propagated vectorial residual wavefield; conductivity distribution; cross-hole ground penetrating radar; error minimization; finite-difference solution; forward vector wavefield; frequency-domain; full-waveform inversion scheme; full-waveform modeling; high-resolution image; homogeneous background model; iterative gradient method; nonlinear least squares problem; observed data; permittivity; synthetic data; Full-waveform inversion; GPR; Gauss-Newton method; finite-difference frequency-domain (FDFD); frequency domain;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Ground Penetrating Radar (GPR), 2012 14th International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4673-2662-9
Type :
conf
DOI :
10.1109/ICGPR.2012.6254883
Filename :
6254883
Link To Document :
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