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A Compound Online Local Path Planning and Situation-Aware Dynamic Obstacle Avoidance System for UAV

  • Yongming Feng
  • , Ming Jin
  • , Ang Li
  • , Fengxing Pan
  • , Yaoming Zhou*
  • *此作品的通讯作者
  • China Aviation Industry Corporation
  • Beihang University
  • Tianmushan Laboratory

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In this paper, a composite system of Unmanned Aerial Vehicles (UAVs) including path planning and dynamic obstacle avoidance is proposed. The system can deal with complex low-altitude environments, achieve autonomous flight path planning, and dynamically avoid obstacles. When obstacles were detected at a relatively far distance, a local collision-free flight path near the affected route is planned online using a plant growth algorithm proposed without changing the current flight state of the UAV. When a moving obstacle suddenly enters the UAV’s flight path at a closer distance, a situation-aware dynamic obstacle avoidance algorithm based on artificial potential fields is preferentially activated to respond at the fastest speed. Meanwhile, the local planner is also used to plan a new local collision-free path again, ensuring the UAV’s flight safety to the greatest extent with minimal cost. The effectiveness of the intelligent UAV composite path planning and dynamic obstacle avoidance system is demonstrated in simulation environment and real-world experiments.

源语言英语
主期刊名Proceedings of the 6th China Aeronautical Science and Technology Conference - Volume 3
出版商Springer Science and Business Media Deutschland GmbH
433-443
页数11
ISBN(印刷版)9789819988662
DOI
出版状态已出版 - 2024
活动6th China Aeronautical Science and Technology Conference, CASTC 2023 - Wuzhen, 中国
期限: 26 9月 202327 9月 2023

出版系列

姓名Lecture Notes in Mechanical Engineering
ISSN(印刷版)2195-4356
ISSN(电子版)2195-4364

会议

会议6th China Aeronautical Science and Technology Conference, CASTC 2023
国家/地区中国
Wuzhen
时期26/09/2327/09/23

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