Design of a Vision Calibration Method of Kinematic Parameters for 6-DoF Manipulator
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College of Electronics and Information Engineering, Tongji University, Shanghai, 201804, China

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TP241.2

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    Abstract:

    A novel low-cost monocular vision based robot end pose measurement method was proposed, and the kinematic parameters identification of a 6-DOF manipulator was designed and implemented. By using the hierarchical measurement method and the absolute coding method with calibration plate, the problems such as the small measurement range and the large influence of the camera distortion on the measurement accuracy in the current visual measurement process were solved. The robot calibration process was simplified by using the kinematic parameter identification model based on position error and monocular vision measurement system. Finally, the practicability and effectiveness of the proposed scheme were verified by experiments.

    Reference
    [1] GATTI G, DANIELI G. A practical approach to compensate for geometric errors in measuring arms: application to a six-degree-of-freedom kinematic structure[J]. Measurement Science & Technology, 2007, 19(1):015107.
    [2] MAJARENA A C, SANTOLARIA J, SAMPER D, et al. An overview of kinematic and calibration models using internal /external sensors or constraints to improve the behavior of spatial parallel mechanisms[J]. Sensors, 2010, 10(11):10256.
    [3] ECORCHARD G, MAURINE P. Self-calibration of delta parallel robots with elastic deformation compensation[C]// IEEE/RSJ International Conference on Intelligent Robots & Systems. Edmonton: IEEE,2005:1283-1288.
    [4] MENG Y, ZHUANG H. Autonomous robot calibration using vision technology[J]. Robotics and Computer-Integrated Manufacturing, 2007, 23(4):436.
    [5] MOORING B W, ROTH Z S, DRIELS M R. Fundamentals of manipulator calibration[M]. New York:John Wiley & Sons,1991.
    [6] OMODEI A, LEGNANI G, ADAMINI R. Three methodogies for the calibration of industrial manipulators: experimental results on a SCARA robot[J]. Journal of Robotic Systems, 2000, 17(6):291.
    [7] 任永杰, 邾继贵, 杨学友, 等. 机器人柔性视觉检测系统现场标定技术[J]. 机器人, 2009, 31(1):82.
    [8] 高文斌, 王洪光, 姜勇, 等. 基于距离误差的机器人运动学参数标定方法[J]. 机器人, 2013, 35(5):600.
    [9] CHEN Gang, LI Tong, CHU Ming, et al. Review on kinematics calibration technology of serial robots[J]. International Journal of Precision Engineering and Manufacturing, 2014, 15(8):1759.
    [10] ZHU Hongjun, LI Yan, LIU Xin, et al. Camera calibration from very few images based on soft constraint optimization[J]. Journal of the Franklin Institute,2020,357(4):2561.
    [11] 朱枫, 何雷, 郝颖明. 视觉位姿测量中单目视觉与双目立体视觉测量精度比较[J]. 仪器仪表学报, 2007, 28(S):165.
    [12] WANG D, BAI Y, ZHAO J, et al. Robot manipulator calibration using neural network and a camera-based measurement system[J]. Transactions of the Institute of Measurement and Control, 2012, 34(1): 105.
    [13] STEPANOVA K, HOFFMANN M. Robot self-calibration using multiple kinematic chains-- a simulation study on the icub humanoid robot [J]. IEEE Robotics and Automation Letters, 2019,4(2) :1900.
    [14] AITOR O , DRAGOS A , GORKA K . Geometrical calibration and uncertainty estimation methodology for a novel self-propelled miniature robotic machine tool[J]. Robotics and Computer Integrated Manufacturing,2018,49(2):204.
    [15] ANDREFF N, MARTINET P. Vision-based self-calibration and control of parallel kinematic mechanisms without proprioceptive sensing[J]. Intelligent Service Robotics, 2009, 2(2):71.
    [16] 孙月海, 王兰, 梅江平,等. 基于单目视觉的Delta机器人零点标定方法[J]. 天津大学学报(自然科学与工程技术版), 2013(3):239.
    [17] MA L, PATRICK B , SAMMONS P M ,et al. Bristow modeling and calibration of high-order joint-dependent kinematic errors for industrial robots[J]. Robotics and Computer Integrated Manufacturing,2018,17(50):153.
    [18] FU Zhongtao, DAI J S, YANG Kun, et al. Analysis of unified error model and simulated parameters calibration for robotic machining based on Lie theory[J]. Robotics and Computer-Integrated Manufacturing,2020,61:101855.
    [19] HE Jun, DING Qiaoying, GAO Feng, et al. Kinematic calibration methodology of hybrid manipulator containing parallel topology with main limb[J]. Measurement,2020,152(S):107334.
    [20] WANG W, WANG L, YUN C . Design of a two-step calibration method of kinematic parameters for serial robots[J]. Chinese Journal of Mechanical Engineering, 2017, 30(2):438.
    [21] LEMBONO T SSUA′REZ-RUIZ F , PHAM Q C. Scalar-simultaneous calibration of 2d laser and robot’s kinematic parameters using three planar constraints[C]//IEEE/RSJ International Conference on Intelligent Robot and System(IROS).Madrid:[s.n.], 2018:5570-5575.
    [22] 刘振宇, 陈英林, 曲道奎,等. 机器人标定技术研究[J]. 机器人, 2002, 24(5):447.
    [23] SANTOLARIA J, AGUILAR J J, YAGüE J A , et al. Kinematic parameter estimation technique for calibration and repeatability improvement of articulated arm coordinate measuring machines[J]. Precision Engineering, 2008, 32(4):251.
    [24] SAMAD A H, HAYATI S. Robot arm geometric link parameter estimation[C]// IEEE Conference on Decision & Control. San Antonio:IEEE, 1983,22(22):1477-1483.
    [25] 任永杰, 邾继贵, 杨学友, 等. 基于距离精度的测量机器人标定模型及算法[J]. 计量学报, 2008, 29(3):198.
    [26] ZENG Y, TIAN W, LIAO W. Positional error similarity analysis for error compensation of industrial robots[J]. Robotics and Computer-Integrated Manufacturing, 2016, 42:113.
    [27] WANG Shiwei, JIA Qingxuan, CHEN Gang, et al. Complete relative pose error model for robot calibration[J]. The Industrial Robot,2019,46(5):622.
    [28] MACWILLIAMS F J, SLOANE N J A. Pseudo-random sequences and arrays[J]. Proceedings of the IEEE, 2005, 64(12):1715.
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CHEN Qijun, ZHOU Ziqiang, LIU Chengju, SUN Xiaoxian, ZHANG Xue. Design of a Vision Calibration Method of Kinematic Parameters for 6-DoF Manipulator[J].同济大学学报(自然科学版),2020,48(7):1023~1029

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  • Received:August 04,2019
  • Online: August 04,2020
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