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Wind Estimation for Multirotor UAV Control based on Surface Pressure Distribution

  • Junhao Yu
  • , Wusheng Chou*
  • , Yongfeng Rong
  • *此作品的通讯作者
  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

The multirotor unmanned aerial vehicles (UAVs) are currently commonly used for various outdoor operations; However, gusts of wind may affect their stable control, and even lead to safety accidents. The common approach is to install wind sensors to obtain wind information for gust-resistant control, but traditional sensors are large, heavy, and slow to respond, making them unsuitable for small UAVs. In this paper, a compact, lightweight, fast-responsive wind estimation module is designed. When wind passes over the module, the surface pressure distribution information will be captured by the pressure sensors, and an artificial neural network is proposed to estimate the wind speed and direction. The effectiveness of the module was verified by testing it on a small UAV in the 5m/s wind field, achieving 4.09° direction estimation error and 0.34m/s speed estimation error.

源语言英语
主期刊名2024 5th International Conference on Electronic Communication and Artificial Intelligence, ICECAI 2024
出版商Institute of Electrical and Electronics Engineers Inc.
494-499
页数6
ISBN(电子版)9798350386943
DOI
出版状态已出版 - 2024
活动5th International Conference on Electronic Communication and Artificial Intelligence, ICECAI 2024 - Hybrid, Shenzhen, 中国
期限: 31 5月 20242 6月 2024

出版系列

姓名2024 5th International Conference on Electronic Communication and Artificial Intelligence, ICECAI 2024

会议

会议5th International Conference on Electronic Communication and Artificial Intelligence, ICECAI 2024
国家/地区中国
Hybrid, Shenzhen
时期31/05/242/06/24

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