• DocumentCode
    3443910
  • Title

    Research on Multi-fighter Cooperation and Multi-target Attack Based on Neutral Network

  • Author

    Yong-Qin, Sun ; Hong-Da, Fan ; Jiu-De, Lei ; Xiang-Ling, Ma

  • Author_Institution
    Postgraduate 2 of Navy Aeronaut. Eng. Inst., Yantai
  • fYear
    2007
  • fDate
    23-25 May 2007
  • Firstpage
    985
  • Lastpage
    989
  • Abstract
    Firstly, the principle of target assignment and fire control is designed. Based on BP neutral network, target assignment is achieved, and based on SOFM neural network, sequencing attack is accomplished, then the whole cooperative decision-making system is simulated. Secondly, an algorithm for missile-attacking area is described and its calculational result is obtained under initial conditions. Then the attacking of missile is realized by the proportion guidance. Finally, a multi-target attack system is designed. The system includes airfight decision-making, estimation of missile attack area and calculation of missile attack procedure. The simulation demonstrates that the airfight decision-making algorithm is correct, and the methods have higher reference values.
  • Keywords
    aerospace computing; aerospace control; backpropagation; decision making; military computing; missile guidance; self-organising feature maps; BP neutral network; SOFM neural network; airfight decision-making algorithm; cooperative decision-making system; fire control; missile attack area estimation; missile attack procedure calculation; multi-fighter cooperation; multitarget attack system; proportion guidance; sequencing attack; target assignment; Industrial electronics; cooperative airfight decision-making; missile attack area; multi-target attack;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications, 2007. ICIEA 2007. 2nd IEEE Conference on
  • Conference_Location
    Harbin
  • Print_ISBN
    978-1-4244-0737-8
  • Electronic_ISBN
    978-1-4244-0737-8
  • Type

    conf

  • DOI
    10.1109/ICIEA.2007.4318555
  • Filename
    4318555