UAV Autonomous Landing Technology Based on AprilTags Vision Positioning Algorithm

被引:5
|
作者
Li, Zhou
Chen, Yang [1 ]
Lu, Hao
Wu, Huaiyu
Cheng, Lei
机构
[1] Minist Educ, Engn Res Ctr Met Automat & Measurement Technol, Wuhan 430081, Peoples R China
关键词
Quadrotor; autonomous landing; AprilTags; PID;
D O I
10.23919/chicc.2019.8865757
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The issue of the autonomous landing of the quadrotor unmanned aerial vehicle (UAV) has become a hot topic in recent years. How to improve the positioning accuracy of autonomous landing. reduce the calculation time, and improve the dynamic tracking effect are all problems that need to be solved. In this paper, an onboard solution to the tracking and landing problems of UAV and ground vehicle is presented. The AprilTags visual positioning algorithm based on monocular camera is used to locate and estimate the UAV's states. The platform used for UAV landing is labeled with different size of tags so that the drone can get good positioning accuracy at different heights. Combined with the PID control algorithm, the performance of dynamic tracking is improved. The experimental results show that the proposed method has good positioning accuracy and fast calculation speed.
引用
收藏
页码:8148 / 8153
页数:6
相关论文
共 50 条
  • [1] UAV Autonomous landing algorithm based on machine vision
    Xu, Cheng
    Tang, Yuanheng
    Liang, Zuotang
    Yin, Hao
    [J]. PROCEEDINGS OF 2018 IEEE 4TH INFORMATION TECHNOLOGY AND MECHATRONICS ENGINEERING CONFERENCE (ITOEC 2018), 2018, : 824 - 829
  • [2] Vision-Based Autonomous Landing for the UAV: A Review
    Xin, Long
    Tang, Zimu
    Gai, Weiqi
    Liu, Haobo
    [J]. AEROSPACE, 2022, 9 (11)
  • [3] Robust Marker Tracking Algorithm for Precise UAV Vision-based Autonomous Landing
    Jung, Youeyun
    Bang, Hyochoong
    Lee, Dongjin
    [J]. 2015 15TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION AND SYSTEMS (ICCAS), 2015, : 443 - 446
  • [4] Moving Target Autonomous Positioning Based on Vision for UAV
    Zhao, Long
    Chen, Pengfeng
    [J]. CHINA SATELLITE NAVIGATION CONFERENCE (CSNC) 2015 PROCEEDINGS, VOL III, 2015, 342 : 691 - 701
  • [5] Vision Based Autonomous Landing of Multirotor UAV on Moving Platform
    Araar, Oualid
    Aouf, Nabil
    Vitanov, Ivan
    [J]. JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2017, 85 (02) : 369 - 384
  • [6] Research on autonomous landing of UAV based on vision sequence image
    Suo Wenkai
    Hu Wengang
    Li Xia
    Zhang Yan
    [J]. PACIFIC-RIM LASER DAMAGE 2019: OPTICAL MATERIALS FOR HIGH-POWER LASERS, 2019, 11063
  • [7] Autonomous Vision Based Landing Strategy for a Rotary Wing UAV
    Grobler, P. R.
    Jordaan, H. W.
    [J]. 2020 INTERNATIONAL SAUPEC/ROBMECH/PRASA CONFERENCE, 2020, : 232 - 237
  • [8] Vision Based Autonomous Landing of Multirotor UAV on Moving Platform
    Oualid Araar
    Nabil Aouf
    Ivan Vitanov
    [J]. Journal of Intelligent & Robotic Systems, 2017, 85 : 369 - 384
  • [9] Vision-based Runway Recognition for UAV Autonomous Landing
    Shang, Jiajia
    Shi, Zhongke
    [J]. INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2007, 7 (03): : 112 - 117
  • [10] Autonomous Vision-Based Safe Area Selection Algorithm for UAV Emergency Forced Landing
    Lu, Aiying
    Ding, Wenrui
    Wang, Jiaxing
    Li, Hongguang
    [J]. INFORMATION COMPUTING AND APPLICATIONS, PT 2, 2012, 308 : 254 - 261