A Coverage Sampling Path Planning Method Suitable for UAV 3D Space Atmospheric Environment Detection

被引:4
作者
Yang, Lunke [1 ]
Fan, Shurui [1 ]
Yu, Binggang [1 ]
Jia, Yingmiao [1 ]
机构
[1] Hebei Univ Technol, Sch Elect & Informat Engn, Tianjin 300401, Peoples R China
基金
中国国家自然科学基金;
关键词
UAV; atmospheric environment detection; space sampling; path planning; VEHICLES;
D O I
10.3390/atmos13081321
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Air pollution affects people's life and health, and controlling air pollution requires the collection of polluting gas information. Unmanned aerial vehicles (UAVs) have been used for environmental detection due to their characteristics. However, the limitation of onboard energy sources of UAVs will limit the coverage of the detection area and the number of gas samples collected, which will affect the assessment of pollution levels. In addition, to truly and completely reflect the distribution of atmospheric pollutants, it is necessary to sample the entire three-dimensional space. This paper proposes a three-dimensional space path planning method suitable for UAV atmospheric environment detection, which can generate a full-coverage path with optimal coverage density under energy constraints. Simulation results show that the proposed method can effectively improve the coverage density compared with other path generation methods. Field experiments show that the proposed method is reliable and accurate in the application of UAV atmospheric environment space detection.
引用
收藏
页数:16
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