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
Link To Document :
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