Vision based automatic control and target tracking of a quadcopter

被引:0
作者
Deniz, Gursel [1 ]
Celik, Harun [1 ,2 ]
机构
[1] Erciyes Univ, Dept Aeronaut & Astronaut Engn, TR-38039 Kayseri, Turkiye
[2] Erciyes Univ, Autonomous & Intelligent Syst Lab AISL, TR-38039 Kayseri, Turkiye
来源
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY | 2024年 / 39卷 / 03期
关键词
Image based visual servo; target tracking; automatic control; UAV; UNMANNED AERIAL VEHICLE; IMAGE MOMENTS;
D O I
10.17341/gazimmfd.1198822
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this study, motion of a quadcopter (that is called DRIHA) to track a target is auto controlled based on the data acquired by images. The images are taken by the monocular camera mounted on the center of gravity of the DRIHA. The detected target is automatically tracked by proposed methods. Designed controllers control translational and rotational motion with respect to the motion occurred in images. An image error vector is proposed to reduce the effects of error signals on the motion. Controllers are designed for controlling the pitch, roll, and yaw angles using the features in the image plane. The model developed by the image-based visual servoing (IBVS) approach is tested in the Gazebo simulation environment. Simulation test results validate effectiveness of the proposed system that includes simultaneous and comprehensive designs in terms of automatic control and target tracking performance. The proposed methods enable autonomous navigation applications even in environments where global positioning systems are unavailable
引用
收藏
页码:1865 / 1878
页数:14
相关论文
共 34 条
  • [1] Intelligent Exploration and Autonomous Navigation in Confined Spaces
    Akbari, Aliakbar
    Chhabra, Puneet S.
    Bhandari, Ujjar
    Bernardini, Sara
    [J]. 2020 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS), 2020, : 2157 - 2164
  • [2] Indoor Visual-Based Localization System for Multi-Rotor UAVs
    Bertoni, Massimiliano
    Michieletto, Stefano
    Oboe, Roberto
    Michieletto, Giulia
    [J]. SENSORS, 2022, 22 (15)
  • [3] Image moments: A general and useful set of features for visual servoing
    Chaumette, F
    [J]. IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 2004, 20 (04): : 713 - 723
  • [4] Image based fixed time visual servoing control for the quadrotor UAV
    Chen, Jiannan
    Hua, Changchun
    Guan, Xinping
    [J]. IET CONTROL THEORY AND APPLICATIONS, 2019, 13 (18) : 3117 - 3123
  • [5] Corke P.I., 2011, Robotics, Vision Control: Fundamental Algorithms in MATLAB
  • [6] De Mel DHS, 2017, INT CONF UNMAN AIRCR, P456
  • [7] An image-based visual servoing control method for UAVs based on fuzzy logic
    Fu, Gui
    Fang, Linyi
    Liu, Liwen
    Zhu, Xinyu
    Wang, You
    [J]. ADVANCES IN MECHANICAL ENGINEERING, 2023, 15 (04)
  • [8] Galvez-Serna J, 2021, AEROSP CONF PROC
  • [9] He SB, 2019, CHIN CONT DECIS CONF, P1943, DOI [10.1109/ccdc.2019.8832729, 10.1109/CCDC.2019.8832729]
  • [10] Jabbari H., 2012, Proceedings of the 2012 IEEE International Conference on Robotics and Biomimetics (ROBIO), P1158, DOI 10.1109/ROBIO.2012.6491126