• DocumentCode
    2005063
  • Title

    Ground target identification fusion system

  • Author

    Joo, Jae Woo ; Won Cho, Dong ; Dong Lae Cho

  • Author_Institution
    Data Fusion Lab., Agency for Defense Dev., Daejeon, South Korea
  • Volume
    2
  • fYear
    2002
  • fDate
    8-11 July 2002
  • Firstpage
    1381
  • Abstract
    It´s difficult to interpret much of the battlefield information collected by various and different types of sensors promptly and correctly. Therefore, multisensor data fusion has become increasingly important in order to integrate individual sensor data and obtain a picture of the battlefield. In this paper GTIFS (Ground Target Identification Fusion System), a near real-time demonstrator of a multisensory system, is designed and implemented. GTIFS correlates and fuses position/identity information from MTI, ELINT and SAR simulators. GTIFS has three positional fusion techniques such as NN (nearest neighbor) tracker, PDA (probabilistic data association) tracker and GNN (geographic NN) tracker and three identity fusion techniques such as Bayesian, Dempster-Shafer and weighted voting. This system also has performance evaluation capabilities. The evaluation result is satisfied.
  • Keywords
    Bayes methods; digital simulation; image processing; military computing; military radar; radar tracking; sensor fusion; synthetic aperture radar; target tracking; uncertainty handling; Bayesian method; Dempster-Shafer method; ELINT simulator; Ground Target Identification Fusion System; MTI simulator; SAR simulator; battlefield information; geographic nearest neighbor tracker; multisensor data fusion; near real-time demonstrator; nearest neighbor tracker; performance evaluation; positional fusion techniques; probabilistic data association tracker; weighted voting; Computational modeling; Fusion power generation; Hardware; Image sensors; Intelligent sensors; Position measurement; Radar tracking; Sensor fusion; Sensor systems; Target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion, 2002. Proceedings of the Fifth International Conference on
  • Conference_Location
    Annapolis, MD, USA
  • Print_ISBN
    0-9721844-1-4
  • Type

    conf

  • DOI
    10.1109/ICIF.2002.1020974
  • Filename
    1020974