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Linear-quadratic and norm-bounded differential game combined guidance strategy against active defense aircraft in three-player engagement

Tao Chao, Xintao Wang, Songyan Wang, Ming Yang

2023Chinese Journal of Aeronautics32 citationsDOIOpen Access PDF

Abstract

A new type of guidance strategy, combining linear quadratic and norm-bounded game theory, is proposed for the scenario of an attacker against active defense aircraft in three-player engagement. The problem involves three players, an attacker, a defender and a target. The differential game theory and the solution of Hamiltonian equation are utilized to obtain the combined guidance strategy for each player with arbitrary-order dynamics. The game process is divided into 4 phases, C1-C4, according to the switching time. The linear quadratic differential game guidance scheme is employed to reduce the fuel cost in the game parts of C1 and C3. The norm-bounded game guidance strategy is adopted to satisfy the constraint of control input in the game stages C2 and C4. Furthermore, zero-effort miss distance is introduced to meet the constraints of game space and defender’s killing radius in the guidance strategy, which guarantees that the attacker is able to avoid the interception of the defender and hit the target with lower fuel cost and maximum acceleration. And it is proved that the proposed guidance strategy satisfies the Nash equilibrium condition. Finally, the feasibility and superiority of combined guidance strategy are respectively illustrated by nonlinear numerical simulation and verified by comparing with linear quadratic and norm-bounded differential game guidance strategies.

Topics & Concepts

Differential gameBounded functionMathematical optimizationNash equilibriumNorm (philosophy)StrategyComputer scienceExample of a game without a valueSequential gameQuadratic equationControl theory (sociology)Game theoryMathematicsSimultaneous gameMathematical economicsControl (management)Artificial intelligenceLawMathematical analysisGeometryPolitical scienceGuidance and Control SystemsMilitary Defense Systems AnalysisWar, Ethics, and Justification
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