Ge, Zijian;
Jiang, Jingjing;
Pugh, Ewan;
Marshall, Ben;
Yan, Yunda;
Sun, Liang;
(2023)
Vision-Based UAV Landing with Guaranteed Reliability in Adverse Environment.
Electronics
, 12
(4)
, Article 967. 10.3390/electronics12040967.
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Abstract
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).
Type: | Article |
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Title: | Vision-Based UAV Landing with Guaranteed Reliability in Adverse Environment |
Open access status: | An open access version is available from UCL Discovery |
DOI: | 10.3390/electronics12040967 |
Publisher version: | https://doi.org/10.3390/electronics12040967 |
Language: | English |
Additional information: | Copyright © 2023 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
Keywords: | UAV; autonomous landing; AprilTags |
UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science |
URI: | https://discovery-pp.ucl.ac.uk/id/eprint/10188629 |
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