• DocumentCode
    2299153
  • Title

    Multiple Platforms and Targets Data Fusion Technology Based on Weighted Least Squares Fit and Ant Colony Algorithm

  • Author

    Yi Xiao ; Liu Yu ; Deng Lu

  • Author_Institution
    Res. Inst. of Inf. Fusion, Naval Aeronaut. & Astronaut. Univ., Yantai, China
  • Volume
    2
  • fYear
    2010
  • fDate
    13-14 March 2010
  • Firstpage
    744
  • Lastpage
    747
  • Abstract
    By Transmitting real-time tactical message among sensors, the command and control units and weapon platforms, datalink is an effective method to meet the need of information interchanging. In the research of data link, multiple platforms and targets data fusion technology is the intractable and focal point. Aiming at tracing unitized and clear battlefield situation map, based on weighted least squares fit and ant colony algorithm, a target data fusion technology in datalink system is proposed in this paper. With the constructed model, simulation result shows that the proposed algorithm is feasible and effective.
  • Keywords
    combinatorial mathematics; command and control systems; least squares approximations; sensor fusion; ant colony algorithm; command and control unit; datalink system; real-time tactical message; targets data fusion technology; weighted least squares fit; Equations; Extraterrestrial measurements; Information processing; Least squares methods; Monitoring; Sampling methods; Space technology; TV; Target tracking; Weapons; ant colony algorithm; datalink; target data association; weighted least squares fit;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Measuring Technology and Mechatronics Automation (ICMTMA), 2010 International Conference on
  • Conference_Location
    Changsha City
  • Print_ISBN
    978-1-4244-5001-5
  • Electronic_ISBN
    978-1-4244-5739-7
  • Type

    conf

  • DOI
    10.1109/ICMTMA.2010.333
  • Filename
    5459801