A novel adaptive heuristic dynamic programming-based algorithm for aircraft confrontation games

作     者：Yi Mao Zhijie Chen Yi Yang Yuxin Hu 

作者机构：State Key Laboratory of Air Traffic Management System and TechnologyNanjing 210007China 

出 版 物：《Fundamental Research》 (自然科学基础研究（英文版）)

年 卷 期：2021年第1卷第6期

页      面：792-799页

学科分类：08[工学] 0825[工学-航空宇航科学与技术] 

基　　金：supported by the China Postdoctoral Science Founda-tion(Grant No.2020M681750) 

主　　题：Aircraft confrontation Optimal control Neural network Adaptive heuristic dynamic programming Flight simulation 

摘      要：Intelligent confrontation has become a vital technology for future air *** games between a penetrating aircraft and an intercepting aircraft are essential for modern air *** addition,the perfor-mance indexes of both the interceptor and penetrator must be *** methods only solve one side’s guidance problem without considering the intelligence of the *** this paper,an adaptive heuristic dynamic programming-based algorithm is proposed for aircraft confrontation *** algorithm constructs a heuristic dynamic programming model for both confrontation aircraft and then updates the critical and ac-tion network parameters using the dynamic confrontation state *** simulations indicate that the proposed algorithm can optimize the guidance law for both the interceptor and penetrator and is therefore superior to traditional proportional navigation methods.