DocumentCode :
1160156
Title :
Modeling of ground-penetrating Radar for accurate characterization of subsurface electric properties
Author :
Lambot, Sébastien ; Slob, Evert C. ; Van den Bosch, Idesbald ; Stockbroeckx, Benoit ; Vanclooster, Marnik
Author_Institution :
Dept. of Environ. Sci. & Land Use Planning, Catholic Univ. of Louvain, Louvain-la-Neuve, Belgium
Volume :
42
Issue :
11
fYear :
2004
Firstpage :
2555
Lastpage :
2568
Abstract :
The possibility to estimate accurately the subsurface electric properties from ground-penetrating radar (GPR) signals using inverse modeling is obstructed by the appropriateness of the forward model describing the GPR subsurface system. In this paper, we improved the recently developed approach of Lambot et al. whose success relies on a stepped-frequency continuous-wave (SFCW) radar combined with an off-ground monostatic transverse electromagnetic horn antenna. This radar configuration enables realistic and efficient forward modeling. We included in the initial model: 1) the multiple reflections occurring between the antenna and the soil surface using a positive feedback loop in the antenna block diagram and 2) the frequency dependence of the electric properties using a local linear approximation of the Debye model. The model was validated in laboratory conditions on a tank filled with a two-layered sand subject to different water contents. Results showed remarkable agreement between the measured and modeled Green´s functions. Model inversion for the dielectric permittivity further demonstrated the accuracy of the method. Inversion for the electric conductivity led to less satisfactory results. However, a sensitivity analysis demonstrated the good stability properties of the inverse solution and put forward the necessity to reduce the remaining clutter by a factor 10. This may partly be achieved through a better characterization of the antenna transfer functions and by performing measurements in an environment without close extraneous scatterers.
Keywords :
Green´s function methods; electrical conductivity measurement; geophysical signal processing; ground penetrating radar; horn antennas; hydrological techniques; moisture measurement; permittivity measurement; radar clutter; remote sensing by radar; sand; sensitivity analysis; soil; Debye model; GPR signals; GPR subsurface system; Green´s functions; SFCW radar; antenna block diagram; antenna transfer functions; dielectric permittivity; electric conductivity; forward model; frequency dependence; frequency domain; ground-penetrating radar; inverse modeling; inverse solution; linear systems; local linear approximation; model inversion; multiple reflections; off-ground monostatic transverse electromagnetic horn antenna; positive feedback loop; radar clutter; radar configuration; sensitivity analysis; soil dielectric properties; soil surface; soil water content; stepped-frequency continuous-wave; subsurface electric property characterization; two-layered sand; Antenna feeds; Antenna measurements; Electromagnetic reflection; Feedback loop; Ground penetrating radar; Horn antennas; Inverse problems; Radar antennas; Reflector antennas; Soil; 65; Frequency domain; GPR; ground-penetrating radar; inverse modeling; linear systems; soil dielectric properties; soil water content;
fLanguage :
English
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on
Publisher :
ieee
ISSN :
0196-2892
Type :
jour
DOI :
10.1109/TGRS.2004.834800
Filename :
1356068
Link To Document :
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