BVR空战仿真中具有分层学习能力的CGF实体行为仿真框架设计

Design of Behavior Simulation Framework with Hierarchical Study for CGF Entity in the BVR Air Combat

摘要:

针对超视距协同空战仿真是一个复杂系统的仿真特点,通过对预警机指挥引导下的多机协同空战过程的分析,建立了超视距多机协同空战行为功能框架,总结出多机协同空战过程中的影响因素。在分析了现有各种CGF系统体系结构及行为仿真框架基础上,结合超视距空战过程中各作战阶段的特点,建立了具有分层学习能力的编队协同空战自主兵力系统FCAF(Formation and Cooperative Air Combat Autonomous Force System,编队协同空战自主兵力系统)行为仿真框架,并给出了该行为仿真框架组成模块的形式化描述。仿真系统应用表明,在该框架中作战行为可以分解为一系列具有经验学习功能的行为基,并且各行为基可以重新组合,全面诠释了协同作战行为仿真的作战过程。

Abstract:

Starting from the characters of Beyond-Visual-Range (BVR) cooperative air combat simulation as a complex system, through analyzing the multi-aircrafts cooperative air combat process under command and control of early warning aircraft, the BVR multi-aircrafts cooperative air combat function framework was established and the its influence factors were concluded. And then, the behavior simulation framework of FCAF (Formation and Cooperation Air Combat Autonomous Force System) with hierarchical study was established, as well as, its formation description was given. The application results showed that the behavior in the framework could be divided into different particle ones with experience, as well as could be recombined, which annotated the combat process in cooperative air combat simulation.