Trinocular Ground System to Control UAVs

被引:32
作者
Martinez, Carol [1 ]
Campoy, Pascual [1 ]
Mondragon, Ivan [1 ]
Olivares-Mendez, Miguel A. [1 ]
机构
[1] Univ Politecn Madrid, Comp Vis Grp, E-28006 Madrid, Spain
来源
2009 IEEE-RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS | 2009年
关键词
D O I
10.1109/IROS.2009.5354489
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper we introduce a real-time trinocular system to control rotary wing Unmanned Aerial Vehicles based on the 3D information extracted by cameras located on the ground. The algorithm is based on key features onboard the UAV to estimate the vehicle's position and orientation. The algorithm is validated against onboard sensors and known 3D positions, showing that the proposed camera configuration robustly estimates the helicopter's position with an adequate resolution, improving the position estimation, especially the height estimation. The obtained results show that the proposed algorithm is suitable to complement or replace the GPS-based position estimation in situations where GPS information is unavailable or where its information is inaccurate, allowing the vehicle to develop tasks at low heights, such as autonomous landing, take-off, and positioning, using the extracted 3D information as a visual feedback to the flight controller.
引用
收藏
页码:3361 / 3367
页数:7
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