Aerial Landing Trajectory Planning of Sub-mother UAV System Based on PSO Algorithm Considering Aerodynamic Interference

Xiaochen Qu, Li Wang*, Haolin Chen, Bin Xu

*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

For the rotary-wing sub-mother UAV system, aerial landing trajectory planning of the sub-UAV still faces challenges due to aerodynamic interference between UAVs. This paper proposes a trajectory planning solution based on particle swarm optimization (PSO) algorithm considering the aerodynamic interference between the sub-mother UAV system. Through the CFD simulation of the sub-mother UAV system, the distribution characteristics of the aerodynamic interference with relative height and relative projection position are systematically researched. Based on the CFD simulation results, the aerodynamic interference evaluation model and the aerodynamic interference cost function of the trajectory are constructed. By constructing the comprehensive cost evaluation function for the aerodynamic interference cost, trajectory length and kinematic performance of the trajectory, the aerial landing trajectory planning problem is transformed into a multi-constrained optimization problem, and the optimal trajectory planning is realized by using the adaptive PSO algorithm, which is based on PSO algorithm, using adaptive parameters to improve the ability of jumping out of local optimal solution. The proposed trajectory planning method is validated in simulation tests. As a result, the trajectory planning strategy in this paper has better global optimization ability, and can realize the comprehensive consideration of safety, rapidity and dynamic feasibility of the trajectory.

源语言英语
主期刊名2025 6th International Conference on Mechatronics Technology and Intelligent Manufacturing, ICMTIM 2025
出版商Institute of Electrical and Electronics Engineers Inc.
188-198
页数11
ISBN(电子版)9798331526610
DOI
出版状态已出版 - 2025
活动6th International Conference on Mechatronics Technology and Intelligent Manufacturing, ICMTIM 2025 - Nanjing, 中国
期限: 11 4月 202513 4月 2025

出版系列

姓名2025 6th International Conference on Mechatronics Technology and Intelligent Manufacturing, ICMTIM 2025

会议

会议6th International Conference on Mechatronics Technology and Intelligent Manufacturing, ICMTIM 2025
国家/地区中国
Nanjing
时期11/04/2513/04/25

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