Vision Based Navigation for Omni-directional Mobile Industrial Robot

被引:17
|
作者
Guo, Shuai [1 ]
Diao, Qizhuo [1 ]
Xi, Fengfeng [2 ]
机构
[1] Shanghai Univ, 99 Shangda Rd, Shanghai 200444, Peoples R China
[2] Ryerson Univ, 350 Victoria St, Toronto, ON M5B 2K3, Canada
关键词
Omni-directional mobile industrial robot; Aerospace manufacturing; Autonomous mobile drilling; Mecanum wheel; Accurate positioning; vision-based rectification; Calibration target; vision-based measurement; SYSTEM; CALIBRATION; DESIGN;
D O I
10.1016/j.procs.2017.01.182
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, an Omni-directional mobile industrial robot drilling system for aerospace manufacture is introduced. Mecanum wheels are used for the robot's maneuverability in congested workspace. An industrial robot is applied to complete the drilling work for a rocket shell. A vision system is applied to enhance the precision of mobile drilling. Additional sensor systems such as laser measurement system and displacement measurement system are equipped to do the autonomous navigation and anti-collision job. To increase the flexibility and working volume of the mobile industrial robot, the autonomous mobile drilling scheme is presented. In order to fulfil the requirement for drilling precision in aerospace industry, a vision-based deviation rectification solution is developed. Some experiments are carried out to compare the influence of different calibration targets on the robot system. Numerical tests show that the rectification system is able to satisfy the accuracy of the positioning in the autonomous drilling work. (C) 2017 Published by Elsevier B.V.
引用
收藏
页码:20 / 26
页数:7
相关论文
共 50 条
  • [1] Omni-directional vision for robot navigation
    Winters, N
    Gaspar, J
    Lacey, G
    Santos-Victor, J
    IEEE WORKSHOP ON OMNIDIRECTIONAL VISION, PROCEEDINGS, 2000, : 21 - 28
  • [2] Omni-directional Vision for Robot Navigation in Substation Environments
    Guo, Rui
    Han, Lei
    Cheng, Xueqi
    2009 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS (ROBIO 2009), VOLS 1-4, 2009, : 1272 - +
  • [3] Localization and Navigation Method for Omni-directional Mobile Robot Based on Odometry
    Mao Chuwei
    Huo Ju
    Zhang Zhanyu
    PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 4697 - 4702
  • [4] Research of mobile robot locating technique Based on Omni-directional Vision
    Sun, Xue
    Zhang, Minglu
    Zhang, Yanfang
    Meng, Xianyi
    PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 4, 2009, : 429 - 435
  • [5] Navigation of an omni-directional mobile robot with active caster wheels
    Jung, Eui-jung
    Lee, Ho Yul
    Lee, Jae Hoon
    Yi, Byung-Ju
    Kim, Whee Kuk
    Yuta, Shin'ichi
    2008 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-9, 2008, : 1659 - +
  • [6] An active omni-directional range sensor for mobile robot navigation
    Joung, IS
    Cho, HS
    CONTROL ENGINEERING PRACTICE, 1998, 6 (03) : 385 - 393
  • [7] Integrated control and navigation for omni-directional mobile robot based on trajectory linearization
    Liu, Yong
    Williams, Robert L., II
    Zhu, J. Jim
    2007 AMERICAN CONTROL CONFERENCE, VOLS 1-13, 2007, : 4976 - +
  • [8] Self-Localization and Control of an Omni-Directional Mobile Robot Based on an Omni-Directional Camera
    Song, Kai-Tai
    Wang, Chao-Wu
    ASCC: 2009 7TH ASIAN CONTROL CONFERENCE, VOLS 1-3, 2009, : 899 - 904
  • [9] Velocity of omni-directional mobile robot based on MRFAC
    Wu Ding-hui
    Huang Xu-dong
    PROCEEDINGS OF THE 2007 CHINESE CONTROL AND DECISION CONFERENCE, 2007, : 401 - 406
  • [10] MPC Based Navigation of an Omni-directional Mobile Robot under Single Actuator Failure
    Vinod, Dinsha
    Saikrishna, P. S.
    INTERNATIONAL JOURNAL OF MECHANICAL ENGINEERING AND ROBOTICS RESEARCH, 2022, 11 (06): : 399 - 404