Hierarchical Trajectory Sequential Convex Programming Method for UAV Based on Safe Flight Corridors

Hongyu Miao, Teng Long, Jingliang Sun*, Junzhi Li, Shaoqi Wang, Zhenlin Zhou

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To guarantee safe and rapid flight of UAV in complex environments, in this paper, a hierarchical trajectory sequential convex programming method is proposed by dividing trajectory planning progress into three parts: Flight Path Planning, Safe Flight Corridors (SFC) Generation and Trajectory Sequential Convex Programming (SCP). Firstly, the Sparse A-star algorithm (SAS) is used to generate the initial flight path. The discrete path points provide the initial iteration value for SCP, which can improve the efficiency of trajectory solution. Subsequently, a SFC construction method which uses path segments as seeds is developed to ensure that SFC is continuous, and thus generating the convex feasible regions. Then, the sequential convex programming method is used to solve the trajectory rapidly. Consequently, the fixed-wing UAV can reach the terminal point in the shortest time within the constraints. The simulation results show that this method can ensure the safety of flight trajectory and satisfy timeliness requirements.

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 9
编辑Liang Yan, Haibin Duan, Yimin Deng
出版商Springer Science and Business Media Deutschland GmbH
306-316
页数11
ISBN(印刷版)9789819622313
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
1345 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

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