Study on algorithm of dynamic uncalibrated eye-in-hand visual servoing system

被引:0
|
作者
赵杰
李牧
闫继红
李戈
曹宇
机构
[1] China
[2] Harbin 150080
[3] Robot Research Institute Harbin Institute of Technology
[4] Robot Research Institute Harbin Institute of Technology
关键词
uncalibrated visual servoing; composite image Jacobian approximation; large residual estimation; change of Jacobian with time;
D O I
暂无
中图分类号
TP391.9 [计算机仿真];
学科分类号
080203 ;
摘要
Currently, most visual servoing system must be calibrated, while it is impossible to calibrate cameras and robot models precisely in industrial practice, so a novel dynamic uncalibrated eye-in-hand visual servoing system of tracking a moving target is proposed. The method does not require calibration of camera and robot kinematic models. Vision guided algorithm for tracking dynamic image is developed through minimizing nonlinear objective function. For the large residual has not been approximated in dynamic environment and the change of composite image Jacobian with time increment has not been computed in visual servoing system now,large residuals are dynamic approximated and the change of composite image Jacobian at each iterative step is computed. Simulation results demonstrate the validity of these approaches.
引用
收藏
页码:445 / 449
页数:5
相关论文
共 50 条
  • [1] Uncalibrated eye-in-hand visual servoing
    Piepmeier, JA
    Gumpert, BA
    Lipkin, H
    2002 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS I-IV, PROCEEDINGS, 2002, : 568 - 573
  • [2] Uncalibrated eye-in-hand visual servoing
    Piepmeier, JA
    Lipkin, H
    INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2003, 22 (10-11): : 805 - 819
  • [3] Visual servoing with an uncalibrated eye-in-hand camera
    Institute of Robotics and Automatic Information System, Nankai University, Tianjin, 300071, China
    Proc. Chin. Control Conf., CCC, (3666-3672):
  • [4] Visual Servoing with an Uncalibrated Eye-in-Hand Camera
    Li Haifeng
    Liu Jingtai
    Li Yan
    Lu Xiang
    Sun Lei
    PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE, 2010, : 3666 - 3672
  • [5] Dynamic visual servoing of robots using uncalibrated eye-in-hand visual feedback
    Wang, Hesheng
    Liu, Yun-Hui
    2006 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-12, 2006, : 3797 - +
  • [6] Uncalibrated eye-in-hand visual servoing: an LMI approach
    Khan, Umer
    Jan, Ibrar
    Iqbal, Naeem
    Dai, Jian
    INDUSTRIAL ROBOT-AN INTERNATIONAL JOURNAL, 2011, 38 (02) : 130 - 138
  • [7] Experimental results for uncalibrated eye-in-hand visual servoing
    Piepmeier, JA
    PROCEEDINGS OF THE 35TH SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY, 2003, : 335 - 339
  • [8] Eye-In-Hand Uncalibrated Visual Servoing of Concentric Tube Robot
    Zhang, Kehe
    Yang, Xing
    Wang, Jie
    Song, Shuang
    Meng, Max Q. H.
    2020 IEEE INTERNATIONAL CONFERENCE ON REAL-TIME COMPUTING AND ROBOTICS (IEEE-RCAR 2020), 2020, : 233 - 238
  • [9] Uncalibrated eye-in-hand visual servoing using Recursive Least Squares
    Hao, Miao
    Sun, Zengqi
    Fujii, Masakazu
    Song, Wei
    2007 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS, VOLS 1-8, 2007, : 1463 - +
  • [10] Adaptive visual servoing of robot manipulators using uncalibrated eye-in-hand visual feedback
    Wang, Hesheng
    Liu, Yun-Hui
    2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND BIOMIMETICS, VOLS 1-3, 2006, : 386 - +