Signal Processing Techniques for Landmine Detection Using Impulse Ground Penetrating Radar

被引:92
|
作者
Zoubir, Abdelhak M. [1 ]
Chant, Ian James [2 ]
Brown, Christopher L. [1 ,3 ]
Barkat, Braham [1 ,4 ]
Abeynayake, Canicious [2 ]
机构
[1] Curtin Univ Technol, Perth, WA, Australia
[2] Def Sci & Technol Org, Salisbury, SA, Australia
[3] Chalmers Univ Technol, Dept Signals & Syst, Gothenburg, Sweden
[4] Nanyang Technol Univ, Singapore, Singapore
关键词
Buried object detection; Kalman filtering; radar signal processing;
D O I
10.1109/7361.987060
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Landmines are affecting the lives and livelihoods of millions of people around the world. A number of detection techniques, developed for use with impulse ground penetrating radar, are described, with emphasis on a Kalman filter based approach. Comparison of results from real data show that the Kalman filter algorithm provides the best detection performance, although its computational burden is also the highest.
引用
下载
收藏
页码:41 / 51
页数:11
相关论文
共 50 条
  • [41] Ground-penetrating radar signal processing for the detection of buried objects
    Walters, Mitchell
    Garcia, Ephrahim
    DETECTION AND SENSING OF MINES, EXPLOSIVE OBJECTS, AND OBSCURED TARGETS XVI, 2011, 8017
  • [42] Evaluating some factors that affect feasility of using ground penetrating radar for landmine detection
    Metwaly, Mohamed
    Ismail, Ahmed
    Matsushima, Jun
    APPLIED GEOPHYSICS, 2008, 4 (03) : 221 - 230
  • [43] Landmine detection with ground penetrating radar using fuzzy K-nearest neighbors
    Frigui, H
    Gader, P
    Satyanarayana, K
    2004 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, PROCEEDINGS, 2004, : 1745 - 1749
  • [44] Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar
    Giannakis, Iraklis
    Giannopoulos, Antonios
    Yarovoy, Alexander
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2016, 54 (06): : 3564 - 3573
  • [45] Improving landmine detection using frequency domain features from ground penetrating radar
    Ho, KC
    Gader, PD
    Wilson, JN
    IGARSS 2004: IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM PROCEEDINGS, VOLS 1-7: SCIENCE FOR SOCIETY: EXPLORING AND MANAGING A CHANGING PLANET, 2004, : 1617 - 1620
  • [46] Evaluating some factors that affect feasility of using ground penetrating radar for landmine detection
    Mohamed Metwaly
    Ahmed Ismail
    Jun Matsushima
    Applied Geophysics, 2007, 4 : 221 - 230
  • [47] An overview of ground-penetrating radar signal processing techniques for road inspections
    Benedetto, Andrea
    Tosti, Fabio
    Ciampoli, Luca Bianchini
    D'Amico, Fabrizio
    SIGNAL PROCESSING, 2017, 132 : 201 - 209
  • [48] Landmine Internal Structure Detection from Ground Penetrating Radar Images
    Lombardi, Federico
    Griffiths, Hugh D.
    Balleri, Alessio
    2018 IEEE RADAR CONFERENCE (RADARCONF18), 2018, : 1201 - 1206
  • [49] A NOVEL SVM FOR GROUND PENETRATING SYNTHETIC APERTURE RADAR LANDMINE DETECTION
    Jin Tian Zhou Zhimin Song Qian Chang Wenge (School of Electronic Science and Engineering
    Journal of Electronics(China), 2008, (01) : 70 - 75
  • [50] Polarization Differences in Airborne Ground Penetrating Radar Performance for Landmine Detection
    Dogaru, Traian
    Le, Calvin
    RADAR SENSOR TECHNOLOGY XX, 2016, 9829