DocumentCode :
2851628
Title :
Ground Response Tracking for Improved Landmine Detection in Ground Penetrating Radar Data
Author :
Torrione, Peter ; Collins, Leslie
Author_Institution :
Dept. of Electr. & Comput. Eng., Duke Univ., Durham, NC
fYear :
2006
fDate :
July 31 2006-Aug. 4 2006
Firstpage :
153
Lastpage :
156
Abstract :
Recent advances in ground penetrating radar (GPR) fabrication and signal processing have made high fidelity detection of buried anti-tank landmines a practical possibility under field scenarios. However, detection of subsurface landmines at a low false alarm rate (FAR) requires the effective removal of the response from the air/ground interface (ground-bounce response). This in turn requires accurate and automatic tracking of the time of arrival of the air/ground interface in time-domain GPR data. Such tracking of the ground bounce response can be difficult to perform under certain conditions including the presence of surface-laid landmines, surface vegetation, snow drifts, and multiple subsurface structures like buried roadbeds. In this work, we will explore the application of a low- latency Kalman filter applied to ground bounce tracking in GPR data and resulting performance improvements for pre-screening algorithms under extreme weather conditions.
Keywords :
Kalman filters; ground penetrating radar; landmine detection; snow; vegetation; GPR; Kalman filter; air-ground interface; buried anti-tank landmines detection; buried roadbeds; false alarm rate; ground bounce tracking; ground penetrating radar; signal processing; snow drifts; subsurface landmines detection; surface vegetation; time of arrival; Delay; Fabrication; Ground penetrating radar; Landmine detection; Radar detection; Radar signal processing; Radar tracking; Snow; Time domain analysis; Vegetation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2006. IGARSS 2006. IEEE International Conference on
Conference_Location :
Denver, CO
Print_ISBN :
0-7803-9510-7
Type :
conf
DOI :
10.1109/IGARSS.2006.44
Filename :
4241191
Link To Document :
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