DocumentCode :
138617
Title :
A ground-based optical system for autonomous landing of a fixed wing UAV
Author :
Weiwei Kong ; Dianle Zhou ; Yu Zhang ; Daibing Zhang ; Xun Wang ; Boxin Zhao ; Chengping Yan ; Lincheng Shen ; Jianwei Zhang
Author_Institution :
Coll. of Mechatron. Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
fYear :
2014
fDate :
14-18 Sept. 2014
Firstpage :
4797
Lastpage :
4804
Abstract :
This paper presents a new ground-based visual approach for guidance and safe landing of an unmanned aerial vehicle (UAV) in Global Navigation Satellite System(GNSS)-denied environments. In our previous work, the old system consists of one pan-tilt unit(PTU) with two cameras, whose detection range is limited by the baseline. To achieve long-range detection and cover wide field of regard, we mounted two separate sets of PTU integrated with visible light camera on both sides of the runway instead of our previous assembled stereo vision system. Then, the well-known AdaBoost method was evaluated with regard to detecting and tracking the target. To achieve the relative position between the UAV and landing area, we used triangulation to calculate the 3D coordinates of the UAV. By combining the estimated position in the closed loop control, we obtain the autonomous landing strategy. Finally, we present several real flights in outdoor environments, and compare its accuracy with ground truth provided by GNSS. The results support the validity and accuracy of the presented system.
Keywords :
aerospace components; autonomous aerial vehicles; cameras; closed loop systems; learning (artificial intelligence); object detection; object tracking; satellite navigation; 3D coordinates; AdaBoost method; GNSS; Global Navigation Satellite Systems; PTU; autonomous landing strategy; closed loop control; ground-based visual approach; pan-tilt unit; target detection; target tracking; unmanned aerial vehicle; visible light camera; Adaptive optics; Aircraft; Atmospheric modeling; Cameras; Global Positioning System; Optical imaging; Visualization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Robots and Systems (IROS 2014), 2014 IEEE/RSJ International Conference on
Conference_Location :
Chicago, IL
Type :
conf
DOI :
10.1109/IROS.2014.6943244
Filename :
6943244
Link To Document :
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