• Optics and Precision Engineering
  • Vol. 32, Issue 22, 3336 (2024)
Chang LIU*, Yin LUO, and Guangyu QU
Author Affiliations
  • School of Information Science and Engineering, Shenyang Ligong University, Shenyang110159, China
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    DOI: 10.37188/OPE.20243222.3336 Cite this Article
    Chang LIU, Yin LUO, Guangyu QU. Hand-eye calibration between robot and 2D LiDAR using orthogonal corner feature[J]. Optics and Precision Engineering, 2024, 32(22): 3336 Copy Citation Text show less
    Illustration of three scanning lines on the orthogonal corner feature
    Fig. 1. Illustration of three scanning lines on the orthogonal corner feature
    Geometric properties of the scanning lines
    Fig. 2. Geometric properties of the scanning lines
    Illustration of the principle of hand-eye calibration
    Fig. 3. Illustration of the principle of hand-eye calibration
    Geometric properties of the scanning lines on an outer orthogonal corner feature
    Fig. 4. Geometric properties of the scanning lines on an outer orthogonal corner feature
    Illustration of 2D LiDAR scanning a non-orthogonal corner feature
    Fig. 5. Illustration of 2D LiDAR scanning a non-orthogonal corner feature
    Comparison results of the calibration accuracy w.r.t. different noise level
    Fig. 6. Comparison results of the calibration accuracy w.r.t. different noise level
    Comparison of the calibration errors of the two methods
    Fig. 7. Comparison of the calibration errors of the two methods
    Orthogonal corner calibration device image
    Fig. 8. Orthogonal corner calibration device image
    Object image and its constructed point cloud
    Fig. 9. Object image and its constructed point cloud
    NE¯R(10)/(°)σR(10)/(°)E¯T(10)/mmσT(10)/mm
    100.0490.1171.5094.314
    200.0140.0080.4080.228
    300.0110.0040.3240.151
    400.0100.0040.2860.115
    500.0090.0030.2650.097
    Table 1. Influence of sampling times on calibration accuracy
    迭代次数本文方法文献[12]方法
    nER(n)/(°)ET(n)/mmER(n)/(°)ET(n)/mm
    1 0000.008 80.2530.007 10.180
    Table 2. Errors of iteration results of two methods

    平面

    序号

    样本

    点数

    Ed/mmσd/mmE|d|/mmσ|d|/mm
    1743-0.631.381.190.93
    2900-0.520.640.660.50
    3690-0.641.411.350.82
    Table 3. Distribution of the distance error between the scanned points and the plane
    Chang LIU, Yin LUO, Guangyu QU. Hand-eye calibration between robot and 2D LiDAR using orthogonal corner feature[J]. Optics and Precision Engineering, 2024, 32(22): 3336
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