Title :
Ultrawide-bandwidth fully-polarimetric ground penetrating radar classification of subsurface unexploded ordnance
Author :
Chi-Chih Chen ; Higgins, M.B. ; O´Neill, K. ; Detsch, R.
Author_Institution :
ElectroSci. Lab., Ohio State Univ., Columbus, OH, USA
fDate :
6/1/2001 12:00:00 AM
Abstract :
An ultrawide-bandwidth (UWB) ground penetrating radar (GPR) was used to collect fully-polarimetric backscattered data from 10 to 800 MHz using a dual-polarization version of the previously developed dielectric-loaded horn-fed bow-tie (HFB) antenna. Special processing algorithms were developed to extract the polarization, orientation, depth, and length features of the target under investigation. The polarization and resonance features were utilized to discriminate subsurface ordnance from false-alarm objects that do not have elongated bodies. The classification of a specific type of unexploded ordnance (UXO) was also performed using the known length information. The processed results obtained from an initial blind field test show a very encouraging discrimination performance.
Keywords :
buried object detection; geophysical techniques; military systems; radar polarimetry; radar theory; remote sensing by radar; terrain mapping; terrestrial electricity; 10 to 800 MHz; algorithm; backscatter; buried object detection; classification; dielectric-loaded horn-fed bow-tie antenna; dual-polarization; geoelectric method; geophysical measurement technique; ground penetrating radar; land surface; landmine; military system; mine detection; radar polarimetry; radar remote sensing; subsurface unexploded ordnance; terrain mapping; terrestrial electricity; ultrawide-bandwidth; unexploded ordnance; Data mining; Electromagnetic scattering; Feature extraction; Ground penetrating radar; Magnetic sensors; Polarization; Radar antennas; Radar detection; Radar scattering; Testing;
Journal_Title :
Geoscience and Remote Sensing, IEEE Transactions on