跳到主要导航 跳到搜索 跳到主要内容

Low-Cost Autonomous Contour Localization and Area Measurement for Irregular Flood Zones Using a Small UAV

  • Jianfa Wu
  • , Honglun Wang*
  • , Menghua Zhang
  • , Yanxiang Wang
  • *此作品的通讯作者
  • CAS - Beijing Institute of Control Engineering
  • Science and Technology on Space Intelligent Control Laboratory
  • 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

Timely and accurately locating the contours and measuring the areas for flood zones at low cost is of great significance for disaster assessment, relief and rebuilding. To compensate for the drawbacks of traditional localization and measurement modes for irregular flood zones, a novel low-cost solution for underdeveloped countries or areas using a small unmanned aerial vehicle (SUAV), which is independent of complex image processing approaches, is proposed. In this solution, first, the virtual obstacles (VOs) are generated based on the real detected ground images via a low-computational-cost image recognition algorithm. Then, based on the VO distribution, the SUAV plans the path to track and encircle the irregular contour so that the contour localization and area measurement can be realized. Finally, the proposed solution is verified by an experiment that introduces a real lake as the irregular flood zone and an SUAV model in reality to simulate the real flight situation. The results show that the localization and measurement errors are only 1.51% and 2.58%, which are higher than the manual measurement mode.

源语言英语
主期刊名Proceedings of 2022 International Conference on Autonomous Unmanned Systems, ICAUS 2022
编辑Wenxing Fu, Mancang Gu, Yifeng Niu
出版商Springer Science and Business Media Deutschland GmbH
1777-1786
页数10
ISBN(印刷版)9789819904785
DOI
出版状态已出版 - 2023
活动International Conference on Autonomous Unmanned Systems, ICAUS 2022 - Xi'an, 中国
期限: 23 9月 202225 9月 2022

出版系列

姓名Lecture Notes in Electrical Engineering
1010 LNEE
ISSN(印刷版)1876-1100
ISSN(电子版)1876-1119

会议

会议International Conference on Autonomous Unmanned Systems, ICAUS 2022
国家/地区中国
Xi'an
时期23/09/2225/09/22

学术指纹

探究 'Low-Cost Autonomous Contour Localization and Area Measurement for Irregular Flood Zones Using a Small UAV' 的科研主题。它们共同构成独一无二的学术指纹。

引用此