• DocumentCode
    1235356
  • Title

    Practical landmine detector using forward-looking ground penetrating radar

  • Author

    Sun, Y. ; Li, X. ; Li, J.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Florida, Gainesville, FL, USA
  • Volume
    41
  • Issue
    2
  • fYear
    2005
  • Firstpage
    97
  • Lastpage
    98
  • Abstract
    A practical landmine detector using forward-looking ground penetrating radar is presented. The detector uses a wavelet packet transform and the sequential feature selection algorithm to extract the most discriminant information distributed in the joint time-frequency domain for detecting landmines. A cascade training method that allows the detector to continue learning from errors made on unseen environments to improve its detection performance is also proposed. The testing results based on a recently conducted blind test are presented.
  • Keywords
    feature extraction; ground penetrating radar; landmine detection; military radar; radar clutter; radar detection; time-frequency analysis; wavelet transforms; ROC; blind test; discriminant information; forward looking ground penetrating radar; joint time-frequency domain; practical landmine detector; receiver operating characteristics; sequential feature selection algorithm; wavelet packet transform;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20057339
  • Filename
    1393495