This paper considers the problem of applying data mining techniques to aeronautical field.The truncation method,which is one of the techniques in the aeronautical data mining,can be used to efficiently handle the air-...This paper considers the problem of applying data mining techniques to aeronautical field.The truncation method,which is one of the techniques in the aeronautical data mining,can be used to efficiently handle the air-combat behavior data.The technique of air-combat behavior data mining based on the truncation method is proposed to discover the air-combat rules or patterns.The simulation platform of the air-combat behavior data mining that supports two fighters is implemented.The simulation experimental results show that the proposed air-combat behavior data mining technique based on the truncation method is feasible whether in efficiency or in effectiveness.展开更多
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...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。展开更多
文摘This paper considers the problem of applying data mining techniques to aeronautical field.The truncation method,which is one of the techniques in the aeronautical data mining,can be used to efficiently handle the air-combat behavior data.The technique of air-combat behavior data mining based on the truncation method is proposed to discover the air-combat rules or patterns.The simulation platform of the air-combat behavior data mining that supports two fighters is implemented.The simulation experimental results show that the proposed air-combat behavior data mining technique based on the truncation method is feasible whether in efficiency or in effectiveness.
文摘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。
