Title :
Using FDTD modelling to inform the tomographic imaging of buried utility pipes via GPR investigation
Author :
Millington, T.M. ; Cassidy, N.J. ; Crocco, L. ; Soldovieri, F.
Author_Institution :
Sch. of Phys. & Geogr. Sci., Keele Univ., Keele, UK
Abstract :
In this paper, we present the results of an on-going practical study into the development of novel FDTD numerical modelling and linear tomographic inversion methods for the interpretation and analysis of near-surface GPR data. The performance of these methods is evaluated against a simulated test-case example in which GPR data is collected over a realistic buried utility pipe model. The inversion approach is based on the Born approximation to the inverse-scattering problem and uses a Truncated Singular Value Decomposition (TSVD) to create the regularized solution. We asses whether informing the inversion by using a three-dimensional, full-field, O(2,4) accurate FDTD modelling scheme to calculate the incident field Green´s functions improves the reconstruction outcome. By using a flexible modelling tool the antenna geometry, the air-ground interface and know subsurface artifacts are readily taken into account. The results show that the reconstruction images are made more accurate as the background scenario approached the (model) ground truth.
Keywords :
approximation theory; finite difference time-domain analysis; grey systems; ground penetrating radar; image reconstruction; inverse problems; singular value decomposition; tomography; Born approximation; FDTD numerical modelling; GPR investigation; Green function; air-ground interface; antenna geometry; buried utility pipe model; flexible modelling tool; image reconstruction; inverse-scattering problem; linear tomographic inversion method; near-surface GPR data; regularized solution; tomographic imaging; truncated singular value decomposition; Finite difference methods; Frequency domain analysis; Ground penetrating radar; Image reconstruction; Materials; Numerical models; Time domain analysis; FDTD modelling; Linear Inversion; Microwave Tomography; Utilities;
Conference_Titel :
Advanced Ground Penetrating Radar (IWAGPR), 2011 6th International Workshop on
Conference_Location :
Aachen
Print_ISBN :
978-1-4577-0332-4
Electronic_ISBN :
978-1-4577-0331-7
DOI :
10.1109/IWAGPR.2011.5963866