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