Vision Based Autonomous Landing of the Quadrotor Using Fuzzy Logic Control

被引:0
|
作者
He, Shubao [1 ]
Wang, Hongpeng [1 ]
Zhang, Shiyong [1 ]
机构
[1] Nankai Univ, Inst Robot & Automat Informat Syst, Tianjin 300353, Peoples R China
基金
中国国家自然科学基金;
关键词
Fuzzy Logic; Autonomous Landing; Vision Based Control; Autonomous Navigation; Quadrotor;
D O I
10.1109/ccdc.2019.8832729
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper focuses on the vision based autonomous landing of quadrotor using fuzzy logic controller with low-cost USB camera as perceptive system. Visual algorithm adopts open source AprilTag detection method with robustness to illumination variation and high accuracy in long range of distance. In order to make the quadrotor flying in continuous and smooth status in position and velocity, we adopt fuzzy PID logic as the controller to calculate desired velocity in longitude, latitude and vertical axis. First, using visual position feedback and the fuzzy PID controller velocity output, the quadrotor aligns its center with the pad center as well as reduce the altitude until lands. The control method has been tested in simulation, and the whole system has been carried out in real outdoor environment.
引用
收藏
页码:1943 / 1948
页数:6
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