Vision-Based Autonomous Landing for Unmanned Aerial and Ground Vehicles Cooperative Systems

被引:18
|
作者
Niu, Guanchong [1 ,2 ]
Yang, Qingkai [3 ]
Gao, Yunfan [1 ]
Pun, Man-On [1 ,4 ]
机构
[1] Chinese Univ Hong Kong, Sch Sci & Engn, Shenzhen 518172, Peoples R China
[2] Pengcheng Lab, Shenzhen 518055, Peoples R China
[3] Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
[4] Shenzhen Res Inst Big Data, Shenzhen 518172, Peoples R China
基金
中国国家自然科学基金; 中国博士后科学基金;
关键词
Cooperative system; autonomous landing; control lyapunov/barrier function; quadratic programming; UAV;
D O I
10.1109/LRA.2021.3101882
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
In this work, we consider a cooperative system in which UAVs perform long-distance missions with assistance of unmanned ground vehicles (UGVs) for battery charging. We propose an autonomous landing scheme for the UAV to land on a mobile UGV with high precision by leveraging multiple-scale Quick Response (QR)-codes for different altitudes. These QR-codes support the acquisition of the relative distance and direction between the UGV and UAV. As a result, the UGV is not required to report its accurate state to the UAV. In contrast to the conventional landing algorithms based on the global positioning system (GPS), the proposed vision-based autonomous landing algorithm is available for both outdoor and GPS-denied scenarios. To cope with the challenge on the moving platform landing, a quadratic programming (QP) problem is formulated to design the velocity controller by combining a control barrier function (CBF) and a control Lyapunov function (CLF). Finally, both extensive computer simulation and a prototype of the proposed system are shown to confirm the feasibility of the proposed system and landing scheme.
引用
收藏
页码:6234 / 6241
页数:8
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