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A Guidance Method for Fixed-wing Unmanned Aerial Vehicle Based on Model Predictive Control

  • Jianjian Liang*
  • , Shoukun Wang
  • , Zhi Liu
  • *此作品的通讯作者
  • Beijing Institute of Technology

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To deal with the challenging problem of fixed-wing unmanned aerial vehicle (UAV) path following, a guidance method based on tube-based model predictive control (MPC) is designed in this paper. A fixed-wing UAV is a typical nonholonomic constrained and under-actuated system, and its dynamic model is nonlinear, high order, and too mathematically complex to be used in control design. To overcome the shortcomings of traditional feedback controller that is not foreseeable and lacks of optimality, model based method is used to take the future states into account. The simplified kinetic model of fixed-wing UAV is used to design the guidance algorithm, and a low-level controller is used to follow the commands generated by the up-level guidance algorithm. Hardware in the loop simulations are carried out and demonstrate that the tube-based MPC guidance algorithm can command the fixed-wing UAV to follow a series of waypoints smoothly and accurately.

源语言英语
主期刊名Proceedings of the 43rd Chinese Control Conference, CCC 2024
编辑Jing Na, Jian Sun
出版商IEEE Computer Society
4055-4060
页数6
ISBN(电子版)9789887581581
DOI
出版状态已出版 - 2024
活动43rd Chinese Control Conference, CCC 2024 - Kunming, 中国
期限: 28 7月 202431 7月 2024

丛书

姓名Chinese Control Conference, CCC
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议43rd Chinese Control Conference, CCC 2024
国家/地区中国
Kunming
时期28/07/2431/07/24

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