Trajectory Prediction Based on Damped Oscillation Model

Xinpeng Xu, Jianguo Guo, Mengxuan Li

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In order to track and predict the dynamic trajectory of hypersonic vehicle, with the analysis of the general characteristic of the trajectory, a new trajectory prediction algorithm by utilizing the attenuation oscillation model is provided in the paper. Firstly, the continuous time state equation of the damped oscillation model is derived and the unscented Kalman filter is given. Secondly, the optimal maneuver model is determined by matching the tracking acceleration result with the acceleration model to predict the trajectory of a glide vehicle in the unknown conditions. Finally, the simulation results can be shown that the precision of the new model is better than the traditional kinematics model. Through the combination of denoising and prediction model, the acceleration of the vehicle is more effective to reconstruct the future trajectory of hypersonic vehicle with a good research prospect and potential application value.

源语言英语
主期刊名Advances in Guidance, Navigation and Control - Proceedings of 2024 International Conference on Guidance, Navigation and Control Volume 17
编辑Liang Yan, Haibin Duan, Yimin Deng
出版商Springer Science and Business Media Deutschland GmbH
86-95
页数10
ISBN(印刷版)9789819622634
DOI
出版状态已出版 - 2025
活动International Conference on Guidance, Navigation and Control, ICGNC 2024 - Changsha, 中国
期限: 9 8月 202411 8月 2024

出版系列

姓名Lecture Notes in Electrical Engineering
1353 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议International Conference on Guidance, Navigation and Control, ICGNC 2024
国家/地区中国
Changsha
时期9/08/2411/08/24

指纹

探究 'Trajectory Prediction Based on Damped Oscillation Model' 的科研主题。它们共同构成独一无二的指纹。

引用此