Kinematic Calibration of Parallel Robots Based on L-Infinity Parameter Estimation

被引:5
作者
Yu, Dayong [1 ]
机构
[1] Univ Shanghai Sci & Technol, Sch Mech Engn, Shanghai 200093, Peoples R China
关键词
kinematic calibration; parallel robot; parameter estimation; error model; pose accuracy; MEASUREMENT CONFIGURATIONS; IDENTIFIABLE PARAMETERS; POSITIONING MECHANISM; MANIPULATOR; IDENTIFICATION; COMPENSATION; ALGORITHM;
D O I
10.3390/machines10060436
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Pose accuracy is one of the most important problems in the application of parallel robots. In order to adhere to strict pose error bounds, a new kinematic calibration method is proposed, which includes a new pose error model with 60 error parameters and a different kinematic parameter error identification algorithm based on L-infinity parameter estimation. Parameter errors are identified by using linear programming to minimize the maximum difference between predictions and workspace measurements. Simulation results show that the proposed kinematic calibration has better kinematic parameter error estimation and fewer pose errors when measurement noise is less than kinematic parameter errors. Experimental results show that maximum position and orientation errors, respectively, based on the proposed method are decreased by 86.48% and 87.85% of the original values and by 14.32% and 18.23% of those based on the conventional least squares method. The feasibility and validity of the proposed kinematic calibration are verified by improved pose accuracy of the parallel robot.
引用
收藏
页数:20
相关论文
共 50 条
  • [31] Kinematic calibration of a symmetric parallel kinematic machine using sensitivity-based iterative planning
    Luo, Yuheng
    Gao, Jian
    Zhang, Lanyu
    Chen, Disai
    Chen, Xin
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2022, 77 : 164 - 178
  • [32] Kinematic calibration of a 2 DOF parallel mechanism based on nonlinear programming
    Cen, YW
    Chu, LH
    Yu, XL
    Pan, ZW
    PROCEEDINGS OF THE TENTH IASTED INTERNATIONAL CONFERENCE ON ROBOTICS AND APPLICATIONS, 2004, : 256 - 260
  • [33] RBF neural network based kinematic calibration of a planar parallel robot
    Ding, Qingyong
    Li, Zhipeng
    WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS, 2006, : 8059 - +
  • [34] Complete, minimal and continuous error models for the kinematic calibration of parallel manipulators based on POE formula
    Chen, Genliang
    Kong, Lingyu
    Li, Qinchuan
    Wang, Hao
    Lin, Zhongqin
    MECHANISM AND MACHINE THEORY, 2018, 121 : 844 - 856
  • [35] An improved method for the geometrical calibration of parallelogram-based parallel robots
    Savoure, Ludovic
    Maurine, Patrick
    Corbel, David
    Krut, Sebastien
    2006 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), VOLS 1-10, 2006, : 769 - +
  • [36] Kinematic parameter estimation technique for calibration and repeatability improvement of articulated arm coordinate measuring machines
    Santolaria, Jorge
    Aguilar, Juan-Jose
    Yaguee, Jose-Antonio
    Pastor, Jorge
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2008, 32 (04): : 251 - 268
  • [37] Simplifying the kinematic calibration of parallel mechanisms using vision-based metrology
    Renaud, P
    Andreff, N
    Lavest, JM
    Dhome, M
    IEEE TRANSACTIONS ON ROBOTICS, 2006, 22 (01) : 12 - 22
  • [38] Kinematics Parameter Calibration of Serial Industrial Robots Based on Partial Pose Measurement
    Xiang, Tiewu
    Jiang, Xinyi
    Qiao, Guifang
    Gao, Chunhui
    Zuo, Hongfu
    Trevelyan, Philip
    MATHEMATICS, 2023, 11 (23)
  • [39] A novel method for improving the accuracy of parallel robots based on efficient identification of kinematic parameters
    Zhang, Shu-mei
    Ma, Jian-wei
    Zhang, Qian
    Li, Ze-xu
    Li, Guan-lin
    Jia, Zhen-yuan
    PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2025, 95 : 24 - 37
  • [40] Auto-Calibration and Online-Adjustment of the Kinematic Uncertainties for Redundantly Actuated Cable-Driven Parallel Robots
    Zhang, Bin
    Zhou, Feng
    Shang, Weiwei
    Cong, Shuang
    2019 IEEE 4TH INTERNATIONAL CONFERENCE ON ADVANCED ROBOTICS AND MECHATRONICS (ICARM 2019), 2019, : 280 - 285