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高有涛

副教授 硕士生导师

招生学科专业:
光学工程 -- 【招收硕士研究生】 -- 航天学院
控制科学与工程 -- 【招收硕士研究生】 -- 航天学院
航空宇航科学与技术 -- 【招收硕士研究生】 -- 航天学院
电子信息 -- 【招收硕士研究生】 -- 航天学院

性别:男

毕业院校:南京航空航天大学

学历:南京航空航天大学

学位:工学博士学位

所在单位:航天学院

联系方式:ytgao@nuaa.edu.cn

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Autonomous Orbit Determination for Lagrangian Navigation Satellite Based on Neural Network Based State Observer

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所属单位:航天学院

发表刊物:INTERNATIONAL JOURNAL OF AEROSPACE ENGINEERING

关键字:RESTRICTED 3-BODY PROBLEM SYSTEM

摘要:In order to improve the accuracy of the dynamical model used in the orbit determination of the Lagrangian navigation satellites, the nonlinear perturbations acting on Lagrangian navigation satellites are estimated by a neural network. A neural network based state observer is applied to autonomously determine the orbits of Lagrangian navigation satellites using only satellite-to-satellite range. This autonomous orbit determination method does not require linearizing the dynamical mode. There is no need to calculate the transition matrix. It is proved that three satellite-to-satellite ranges are needed using this method; therefore, the navigation constellation should include four Lagrangian navigation satellites at least. Four satellites orbiting on the collinear libration orbits are chosen to construct a constellation which is used to demonstrate the utility of this method. Simulation results illustrate that the stable error of autonomous orbit determination is about 10m. The perturbation can be estimated by the neural network.

ISSN号:1687-5966

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发表时间:2017-01-01

合写作者:Zhao, Tanran,Jin, Bingyu,Chen, Junkang,Xu, Bo

通讯作者:高有涛

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