摘要
航空电子信息系统是决定战斗机性能的主要因素,研究人工智能在航电系统中的应用具有重要意义。将航电系统架构与物联网和云计算进行类比分析,指出其智能化发展趋势。提出战斗机智能航电系统概念,指出其主要目标是提升战斗机的可靠性和经济性。提出了"离线学习、在线应用、动态进化"的智能航电系统基本架构,分析了人工智能技术在战斗机智能航电系统中的应用和关键技术,为产业发展提供了参考。
The avionics system makes significant contributions to fighters＇ performance. The application of the artificial intelligence in avionics systems is a key issue. We compare the avionics system architecture with internet of thing and cloud computing,and analyze the trend of the avionics system. We propose the artificial intelligence based avionics system for fighters,which mainly improves the reliability and economic efficiency of fighters. We propose the ＂offline learning,online applying,dynamic evolving＂architecture for AI based avionics system,and analyze the application and key technique of the AI based avionics system,which is helpful for the development of industry.
作者
张菁
何友
邓瑛
张正勇
方学立
冯彦辉
ZHANG Jing;HE You;DENG Ying;ZHANG Zheng-yong;FANG Xue-li;FENG Yan-hui(Department of Electronic Engineering,Tsinghua University,Beijing 100084,China;Science and Technology on Complex Aviation Systems Simulation Laboratory,Beijing 100074,China;Research Institute of Information Fusion,Naval Aeronautical University,Yantai 264001,China)
出处
《航空计算技术》
2018年第4期125-129,共5页
Aeronautical Computing Technique
基金
中国博士后科学基金项目资助(2018M631483)
全军军事科研计划课题项目资助(15QJ003-040)
关键词
智能航电系统
战斗机
人工智能应用
综合航电系统
神经网络
空战
AI based avionics system
fighter
application of artificial intelligence
integrated modular avi-onics
neural network
air combat
