• DocumentCode
    728433
  • Title

    A stochastic game-theoretic approach for analysis of multiple cooperative air combat

  • Author

    Jung-Su Ha ; Hyeok-Joo Chae ; Han-Lim Choi

  • Author_Institution
    Dept. of Aerosp. Eng., KAIST, Daejeon, South Korea
  • fYear
    2015
  • fDate
    1-3 July 2015
  • Firstpage
    3728
  • Lastpage
    3733
  • Abstract
    This paper presents a game theory-based methodology to analyze multiple beyond-visual-range (BVR) air combat scenarios. The combat scenarios are formalized as a stochastic game consisting of a sequence of normal-form games with a continuous sub-game. The proposed game formulation improves the scalability by reducing the decision space while taking advantage of some underlying symmetry structures of the combat scenario. The equilibrium strategy and the value functions of the game are computed through some dynamic programming procedure; the impact of the aircraft´s velocity and the cooperation scheme for the combat is analyzed based on the equilibrium strategies.
  • Keywords
    autonomous aerial vehicles; dynamic programming; military aircraft; stochastic games; velocity control; BVR air combat scenarios; aircraft velocity; beyond-visual-range air combat scenarios; continuous subgame; cooperation scheme; decision space; dynamic programming; equilibrium strategies; equilibrium strategy; game formulation; game theory-based methodology; game value functions; multiple cooperative air combat analysis; normal-form games; stochastic game-theoretic approach; symmetry structures; unmanned air combat system; Aircraft; Games; Missiles; Nash equilibrium; Resource management; Stochastic processes;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2015
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4799-8685-9
  • Type

    conf

  • DOI
    10.1109/ACC.2015.7171909
  • Filename
    7171909