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Agile Obstacle Avoidance Control Based on Dynamic Velocity Obstacle Perception

  • Kaiwen Niu
  • , Juan Li*
  • , Chang Liu
  • , Jie Li
  • , Lei Fu
  • , Xiao Xu
  • *此作品的通讯作者
  • Beijing Institute of Technology
  • Shenzhen MSU-BIT University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

To enhance the obstacle avoidance capability of quadrotor UAVs for high-speed dynamic obstacles, this paper proposes a Dynamic Velocity Obstacle-aware Model Predictive Control (DVO-MPC) method. The proposed method integrates trajectory prediction of dynamic obstacles with a velocity obstacle discrimination mechanism to identify potential collision risks in a multi-step prediction horizon in real time, generating the shortest-time avoidance trajectories oriented toward the target velocity direction. A model predictive control strategy is employed to locally optimize both the avoidance and original mission trajectories, while a differential flatness-based controller ensures rapid attitude tracking. This design enhances the overall responsiveness and robustness of the system, enabling agile and reliable obstacle avoidance in complex, dynamic environments. The effectiveness of the proposed DVO-MPC is validated through high-fidelity software-in-the-loop simulations, which demonstrate superior performance in both hovering and flighting scenarios, as well as agile control under high-speed flight conditions. Comparative results show that the proposed method significantly outperforms conventional algorithms.Potential application scenarios include urban search and rescue, low-altitude dynamic traffic, and evasion in special mission environments.

源语言英语
主期刊名Proceedings of 2025 IEEE International Conference on Unmanned Systems, ICUS 2025
编辑Rong Song
出版商Institute of Electrical and Electronics Engineers Inc.
484-491
页数8
ISBN(电子版)9798331526726
DOI
出版状态已出版 - 2025
已对外发布
活动2025 IEEE International Conference on Unmanned Systems, ICUS 2025 - Changzhou, 中国
期限: 18 9月 202519 9月 2025

丛书

姓名Proceedings of 2025 IEEE International Conference on Unmanned Systems, ICUS 2025

会议

会议2025 IEEE International Conference on Unmanned Systems, ICUS 2025
国家/地区中国
Changzhou
时期18/09/2519/09/25

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