• 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