Application of data fusion in multi-sensor integrated navigation system

Xu Jinsong, Lu Xiaochun, Wu Haitao, Bian Yujing, Zou Decai
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引用次数: 2

Abstract

Integrated navigation system can help to solve the performance and application problems and limitations of the navigation equipment. Data fusion technology is one of the kernel parts in integrated navigation systems. In this paper, the current advances of this technology are introduced, with the architecture of a multi-sensor navigation system given and its principles and structure presented in detail. The emphasis is laid on the discussion of the algorithms of state estimation, track association and track fusion, on the basis of which the simulation results are given. The simulation results show that targets can be tracked well and the efficiency and accuracy of the information can be enhanced by using multi-sensor data fusion technology.
数据融合在多传感器组合导航系统中的应用
组合导航系统有助于解决导航设备的性能和应用问题及局限性。数据融合技术是组合导航系统的核心技术之一。本文介绍了该技术的发展现状,给出了一种多传感器导航系统的体系结构,并详细介绍了其原理和结构。重点讨论了状态估计、航迹关联和航迹融合算法,并在此基础上给出了仿真结果。仿真结果表明,采用多传感器数据融合技术可以很好地跟踪目标,提高信息的效率和准确性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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