TY - GEN
T1 - Background subtraction in the frequency domain for focusing ground-penetrating radar data
AU - Lopera, O.
AU - Lambot, S.
AU - Milisavljevic, N.
AU - Scheers, B.
AU - Van Den Bosch, I.
PY - 2005
Y1 - 2005
N2 - In a typical ground-penetrating radar (GPR) two-dimensional (2D) dataset, a great amount of data is collected, but only a small percentage of these data contains useful information about a buried target. This study presents a conceptually-based background subtraction (BS) method in the frequency domain to be applied in conjunction with phase-shift migration for the extraction of relevant information of the target. Experimental data have been collected using a stepped-frequency continuous-wave (SFCW) radar with a monostatic transverse electromagnetic (TEM) horn antenna used off-ground. Firstly, a recently developed antenna-subsurface-object model is used. The model is represented by linear systems in series and parallel and is based on the exact solution of the 3D Maxwell's equations. Based on this model, the effects of the antenna and soil are removed and the target signature is extracted. Subsequently, phase-shift migration is applied on denoised data for target response isolation. Background subtraction using the proposed model is compared with background subtraction by using the commonly used system identification (SI). Results show that the proposed background subtraction method in the frequency domain improves the quality of the migrated GPR 2D data.
AB - In a typical ground-penetrating radar (GPR) two-dimensional (2D) dataset, a great amount of data is collected, but only a small percentage of these data contains useful information about a buried target. This study presents a conceptually-based background subtraction (BS) method in the frequency domain to be applied in conjunction with phase-shift migration for the extraction of relevant information of the target. Experimental data have been collected using a stepped-frequency continuous-wave (SFCW) radar with a monostatic transverse electromagnetic (TEM) horn antenna used off-ground. Firstly, a recently developed antenna-subsurface-object model is used. The model is represented by linear systems in series and parallel and is based on the exact solution of the 3D Maxwell's equations. Based on this model, the effects of the antenna and soil are removed and the target signature is extracted. Subsequently, phase-shift migration is applied on denoised data for target response isolation. Background subtraction using the proposed model is compared with background subtraction by using the commonly used system identification (SI). Results show that the proposed background subtraction method in the frequency domain improves the quality of the migrated GPR 2D data.
KW - Background subtraction
KW - Frequency domain
KW - Ground-penetrating radar
KW - Phase-shift migration
KW - System identification
UR - https://www.scopus.com/pages/publications/33745181967
U2 - 10.1109/AGPR.2005.1487838
DO - 10.1109/AGPR.2005.1487838
M3 - Conference contribution
AN - SCOPUS:33745181967
SN - 9080970115
SN - 9789080970113
T3 - Proceedings of the 3rd International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2005
SP - 25
EP - 30
BT - Proceedings of the 3rd International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2005
T2 - 3rd International Workshop on Advanced Ground Penetrating Radar, IWAGPR 2005
Y2 - 2 May 2005 through 3 May 2005
ER -