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Packages delivery based on marker detection for UAVs

  • Kai Feng
  • , Weixing Li
  • , Shengyang Ge
  • , Feng Pan
  • Beijing Institute of Technology
  • Kunming-BIT Industry Technology Research Institute INC

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Intelligent UAVs have great application prospects in the express delivery industry. However, efficient environmental awareness and self-control capabilities are must-have for UAVs. In order to solve this, this paper design an efficient delivery system combined with marker detection, which improve the delivery and landing accuracy. In this system, the embedded platform as upper-computer carries out the task of delivery marker detection and trajectory planning, the underlying flight controller completes the UAV attitude control, motion control and data interaction through communication protocol. Besides, the embedded platform simultaneously accomplishes the control commands to UAVs based on Robot Operating System (ROS) distributed architecture, which can be quickly transplanted and deployed. Aiming at the system's visual perception problem, this paper proposes a color detection algorithm based on color channel ratio to detect the markers' color quickly. The experiment used different colors of "mailbox" as the receiving device on the ground to guide UAV to package delivery. The UAVs carry the packages and search for the mailbox independently, and finally control the delivery servo to release package. After the delivery completed, the UAVs return to the take-off location and start the visual landing in conjunction with the detection of the landmark. Experimental results show that the proposed package delivery system can perform tasks quickly and efficiently.

源语言英语
主期刊名Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020
出版商Institute of Electrical and Electronics Engineers Inc.
2094-2099
页数6
ISBN(电子版)9781728158549
DOI
出版状态已出版 - 8月 2020
活动32nd Chinese Control and Decision Conference, CCDC 2020 - Hefei, 中国
期限: 22 8月 202024 8月 2020

出版系列

姓名Proceedings of the 32nd Chinese Control and Decision Conference, CCDC 2020

会议

会议32nd Chinese Control and Decision Conference, CCDC 2020
国家/地区中国
Hefei
时期22/08/2024/08/20

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