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稀疏轨道信息下的非合作飞行器机动识别方法
引用本文:赵建磊,李海阳.稀疏轨道信息下的非合作飞行器机动识别方法[J].系统工程与电子技术,2022,44(6):1950-1956.
作者姓名:赵建磊  李海阳
作者单位:1. 国防科技大学空天科学学院, 湖南 长沙 4100732. 空天任务智能规划与仿真湖南省重点实验室, 湖南 长沙 410073
基金项目:国家自然科学基金(12072365);湖南省自然科学基金(2020JJ4657)
摘    要:在已知信息为稀疏轨道根数情况下, 针对非合作飞行器的机动参数识别问题进行了研究, 提出一种基于轨道反演的机动参数识别方法及相应的求解算法。首先, 建立轨道反演模型及机动参数识别优化模型。然后, 提出一种“全局寻优+局部修正”的双重优化算法。最后, 对提出的机动参数识别方法进行了仿真校验。结果显示, 双重优化方法能够有效求解本文的优化模型, 所提方法在误差允许范围内能够有效识别机动参数。研究为有限信息下的非合作飞行器的机动识别提供了一种思路, 一定程度上保障了空间飞行器的在轨安全。

关 键 词:非合作飞行器  稀疏轨道信息  机动参数识别  双重优化算法  
收稿时间:2021-07-06

Maneuvering identification method of non-cooperative aircraft based onsparse orbit information
Jianlei ZHAO,Haiyang LI.Maneuvering identification method of non-cooperative aircraft based onsparse orbit information[J].System Engineering and Electronics,2022,44(6):1950-1956.
Authors:Jianlei ZHAO  Haiyang LI
Institution:1. College of Aerospace Science and Engineering, National University of Defense Technology, Changsha 410073, China2. Hunan Key Laboratory of Intelligent Planning and Simulation for Aerospace Missions, Changsha 410073, China
Abstract:The maneuvering parameter identification of non-cooperative aircraft is studied when the known information is sparse orbit elements. In this paper, a maneuver parameter identification method based on orbit inversion and its corresponding solution algorithm are proposed. Firstly, the orbit inversion model and the maneuvering parameter identification optimization model are established. Then, a double optimization algorithm of "global optimization plus local correction" is proposed. Finally, the maneuvering parameter identification method proposed is verified by simulation. The results show that the double optimization method can effectively solve the optimization model, and the proposed method can effectively identify maneuvering parameters within an acceptable error range. The research provides an idea for maneuvering identification of non-cooperative aircraft with limited information, and ensures the on-orbit safety of spacecraft to a certain extent.
Keywords:non-cooperative aircraft  sparse orbit information  maneuvering parameter identification  double optimization algorithm  
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