航空学报2026，Vol.47Issue(9)：68-85,18.DOI:10.7527/S1000-6893.2026.33305
考虑测量误差的高超声速飞行器抗干扰追逃博弈
Anti-disturbance pursuit-evasion game for hypersonic vehicles under measurement errors
摘要
Abstract
Hypersonic Hight vehicles have important strategic value in aerospace confrontation.However,the rapidly developing interception technologies and complex disturbance in adversarial environments pose great challenges to the design of evasion strategies for such vehicles.Aiming at the pursuit-evasion game problem of hypersonic Hight ve-hicles under three types of sensor measurement errors,namely relative distance,longitudinal line-of-sight angle and lateral line-of-sight angle,this paper proposes a dual-layer anti-disturbance game-based evasion control framework.First,based on the motion equations of both the attacker and defender,a relative kinematic model and a zero-sum dif-ferential game model are established,and the above measurement errors are modeled and characterized.Second,at the control layer,an anti-disturbance control algorithm based on a nonlinear adaptive observer is designed to compen-sate for the influence of measurement errors on the system.Then,at the game decision-making layer,a performance index function for the pursuit-evasion vehicles is developed.The optimal evasion strategy is derived by solving the cor-responding Hamilton-Jacobi-Isaacs(HJI)equation,and adaptive dynamic programming is adopted to approximate the optimal strategy using a critic neural network.Finally,multi-scenario numerical simulations and Monte Carlo simula-tions are carried out to verify the effectiveness and robustness of the proposed method.The sensitivity of evasion per-formance to the three types of measurement errors is analyzed.The results demonstrate that the proposed method can effectively improve the evasion performance of hypersonic vehicles under measurement errors.关键词
高超声速飞行器/追逃博弈/抗干扰控制/零和微分博弈/自适应动态规划Key words
hypersonic flight vehicle/pursuit-evasion game/anti-disturbance control/zero-sum differential game/adaptive dynamic programming分类
航空航天引用本文复制引用
张泽君,王恩美,陈泽帅,李晨龙,章健淳,余翔..考虑测量误差的高超声速飞行器抗干扰追逃博弈[J].航空学报,2026,47(9):68-85,18.基金项目
国家自然科学基金(62403039,62595803,62573033,62573034,62473031) National Natural Science Foundation of China(62403039,62595803,62573033,62573034,62473031) （62403039,62595803,62573033,62573034,62473031）
