Simulation Study for Observation of Space Reentry Vehicles Based on UKF

Jian Lu, Demin Xu, Lichuan Zhang, Junbing Li
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引用次数: 1

Abstract

Reliable observation of space reentry vehicles is an issue which is worthy of concerning and discussing undoubtedly. The ballistic missile is a typical space reentry vehicle, and it flights along a destined trajectory with a high speed and may maneuver. The motion of the ballistic mission can be approximated by the interaction of the basic motion models that have the simpler forms, and can be observed through using ground radars and optical sensors. After the approximate motion models and observations are brought into the framework of UKF who aims at nonlinear estimation problems specially, the estimate track of the ballistic missile can be implemented. This paper describes the motion model of the ballistic missile firstly, and then the measurement equations of the different sensors and the basic model of the motion body are given out, and then the algorithms of interacting multiple model and UKF are expatiated on, and finally the estimate track is achieved in a simulation system and a conclusion is drawn.
基于UKF的空间再入飞行器观测仿真研究
空间再入飞行器的可靠观测无疑是一个值得关注和探讨的问题。弹道导弹是一种典型的空间再入飞行器,沿预定轨道高速飞行,具有机动能力。弹道任务的运动可以通过具有更简单形式的基本运动模型的相互作用来近似,并且可以通过地面雷达和光学传感器来观察。将近似运动模型和观测值引入专门针对非线性估计问题的UKF框架后,即可实现弹道导弹的估计航迹。本文首先描述了弹道导弹的运动模型,然后给出了不同传感器的测量方程和运动体的基本模型,然后阐述了多模型交互算法和UKF算法,最后在仿真系统中实现了估计轨迹,并得出了结论。
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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