The Design and Application of Multi-Sensor Data Fusion in Open System Architecture of Avionics

被引:0
作者
Li, Jing [1 ]
Hu, Xiaoguang [1 ]
Huang, Dayu [2 ]
Zhou, Qing [2 ]
机构
[1] Beihang Univ, State Key Lab Virtual Real Technol & Syst, Beijing 100191, Peoples R China
[2] Key Lab Sci & Technol Avion Integrat Technol, Shanghai 200233, Peoples R China
来源
PROCEEDINGS OF THE 2017 12TH IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS (ICIEA) | 2017年
关键词
Data Fusion; Kalman filtering; Open System Architecture of Avionics; Nearest neighbor algorithm; linear system;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
To meet the pressing needs of developments in avionics and military capability, in this paper, an application instance of fundamental multi-radars data fusion based on Kalman filtering to open system architecture platform of avionics is proposed and carried out. The multi-radar data fusion process scheme is designed in four core modules: coordinate conversion module, data compressing module, the nearest neighbor algorithm module and Kalman filtering algorithm module. Based on the open system architecture and relevant hierarchical design, the application platform of data fusion system is built up. A friendly radar stimulation man-machine interface is designed to vividly show the whole radar detection process and achieve the data detection targets. Finally, the data fusion process is successfully applied in open system architecture and efficiently realizes the real-time tasks. Detailed data fusion results arc shown in several broken line graphs.
引用
收藏
页码:2033 / 2037
页数:5
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