Vision-Based UAV Landing with Guaranteed Reliability in Adverse Environment

被引:1
|
作者
Ge, Zijian [1 ]
Jiang, Jingjing [1 ]
Pugh, Ewan [2 ]
Marshall, Ben [1 ]
Yan, Yunda [3 ]
Sun, Liang [4 ]
机构
[1] Loughborough Univ, Dept Aeronaut & Automot Engn, Leicester LE11 3TU, England
[2] Airbus Operat Ltd, Fuel & Landing Gear Flight Test Anal, Bristol BS34 7PA, England
[3] De Montfort Univ, Sch Engn & Sustainable Dev, Leicester LE1 9BH, England
[4] Univ Sci & Technol Beijing, Sch Intelligence Sci & Technol, Beijing 100081, Peoples R China
基金
“创新英国”项目;
关键词
UAV; autonomous landing; AprilTags; ALLOCATION;
D O I
10.3390/electronics12040967
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Safe and accurate landing is crucial for Unmanned Aerial Vehicles (UAVs). However, it is a challenging task, especially when the altitude of the landing target is different from the ground and when the UAV is working in adverse environments, such as coasts where winds are usually strong and changing rapidly. UAVs controlled by traditional landing algorithms are unable to deal with sudden large disturbances, such as gusts, during the landing process. In this paper, a reliable vision-based landing strategy is proposed for UAV autonomous landing on a multi-level platform mounted on an Unmanned Ground Vehicle (UGV). With the proposed landing strategy, visual detection can be retrieved even with strong gusts and the UAV is able to achieve robust landing accuracy in a challenging platform with complex ground effects. The effectiveness of the landing algorithm is verified through real-world flight tests. Experimental results in farm fields demonstrate the proposed method's accuracy and robustness to external disturbances (e.g., wind gusts).
引用
收藏
页数:14
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