The design and application of multi-sensor data fusion in open system architecture of avionics

Jing Li, Xiaoguang Hu, Dayu Huang, Qing Zhou
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引用次数: 2

Abstract

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 are shown in several broken line graphs.
航空电子开放系统体系结构中多传感器数据融合的设计与应用
为适应航空电子和军事能力发展的迫切需要,提出并实现了一种基于卡尔曼滤波的基础多雷达数据融合在开放式航空电子系统架构平台上的应用实例。多雷达数据融合处理方案设计了四个核心模块:坐标转换模块、数据压缩模块、最近邻算法模块和卡尔曼滤波算法模块。基于开放式系统架构和相应的分层设计,构建了数据融合系统的应用平台。设计了友好的雷达刺激人机界面,生动地展示了整个雷达探测过程,实现了数据探测目标。最后,将数据融合过程成功地应用于开放系统架构中,有效地实现了实时任务。详细的数据融合结果显示在几个折线图中。
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