• Laser & Optoelectronics Progress
  • Vol. 57, Issue 6, 062802 (2020)
Kang Wang1, Yanming Lü1、2、*, Fei Yuan2, Dongshuai Liu2, and Hua Yang2
Author Affiliations
  • 1College of Mechanical Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China
  • 2Jiangsu Key Laboratory of Advanced Food Manufacturing Equipment Technology, College of Mechanical Engineering, Jiangnan University, Wuxi, Jiangsu 214122, China
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    DOI: 10.3788/LOP57.062802 Cite this Article Set citation alerts
    Kang Wang, Yanming Lü, Fei Yuan, Dongshuai Liu, Hua Yang. Research on Laser Measurement Point Cloud Data Compensation and Pose Matching[J]. Laser & Optoelectronics Progress, 2020, 57(6): 062802 Copy Citation Text show less
    Laser measurement experiment platform
    Fig. 1. Laser measurement experiment platform
    Functional map of the laser measurement data acquisition system
    Fig. 2. Functional map of the laser measurement data acquisition system
    String height difference method
    Fig. 3. String height difference method
    Front view of measuring point cloud data hop processing
    Fig. 4. Front view of measuring point cloud data hop processing
    Incident tilt angle error under standard reference distance
    Fig. 5. Incident tilt angle error under standard reference distance
    Compensated point cloud data. (a) Leaf back point cloud data; (b) leaf basin point cloud data
    Fig. 6. Compensated point cloud data. (a) Leaf back point cloud data; (b) leaf basin point cloud data
    Data compensation effect chart
    Fig. 7. Data compensation effect chart
    Theoretical CAD model outline extraction
    Fig. 8. Theoretical CAD model outline extraction
    Example of local contour optimization. (a) Example based on the leading edge contour; (b) example based on the trailing edge contour; (c) examples based on front and rear edge contours
    Fig. 9. Example of local contour optimization. (a) Example based on the leading edge contour; (b) example based on the trailing edge contour; (c) examples based on front and rear edge contours
    SerialnumberMeasurement /mmMeasuringdistance /mmΔd /mmΔx /mmInclination /(°)Compensationvalue /mmCorrectionvalue /mm
    1-1.5594148.44060.33740.629.36530.1208-2.3677
    2-1.2398148.76020.35010.630.27890.1267-2.0362
    3-0.9341149.06590.31960.628.05690.1129-1.6723
    707.8608157.86080.00950.880.61880.00477.8560
    717.8513157.85130.04130.882.68830.01267.8386
    727.8926157.89260.00690.880.44940.00407.8885
    1356.2546156.25460.06350.884.12930.01796.2366
    1366.1911156.19110.03890.882.53230.01216.1789
    1376.1522156.15220.09280.886.02290.02456.1276
    Table 1. Aviation blade inclination compensation
    min F(R, T)θ /(°)tx /mmty /mm
    Leading edge1398.720.037090.564792.33445
    R0.9993120657415490.03708632178253410
    -0.03708632178253410.9993120657415490
    001
    Trailing edge162.234610.01034-0.051640.56403
    R0.9999464632399410.01034749505595800
    -0.01034749505595800.9999464632399410
    001
    Front andrear edge0.35663-3.57906×10-50.003110.00291
    R0.999999999359514-3.57906802125446×10-50
    3.57906802125446×10-50.9999999993595140
    001
    Front and rearedge, leaf back0.41309-1.60869×10-40.01215-0.03473
    R0.999999987060500-1.60869511642089×10-40
    -1.60869511642089×10-40.9999999870605000
    001
    Overall0.028669-8.10865×10-50.00573-0.01357
    R0.9999999967124898.10865132359233×10-50
    8.10865132359233×10-50.9999999967124890
    001
    Table 2. Algorithm examples based on local and global contours
    Optimal matchingprofileLeadingedgeLeafbackTrailingedgeLeafpot
    Leading edge0.022894.270604.386164.32165
    Trailing edge1.162711.183900.028981.12234
    Front andrear edge0.029440.088640.032350.05120
    Front and rearedge, leaf back0.056380.049860.059230.08321
    Overall0.03240.07880.03620.0703
    Table 3. Example of optimal contour matching algorithm
    Algorithmmin F(R, T)Ø /(°)φ /(°)θ /(°)tx /mmty /mmtz /mm
    Algorithmbeforeimprovement10.34999-0.00269-0.00006-0.00008-0.20599-1.001740.00433
    20.30949-0.00168-0.000290.00008-0.10075-0.632600.00297
    R0.999999823633103-8.1951572453×10-55.88232694803×10-4
    8.3531918857×10-50.9999963863074580.002687079165782
    5.88010358748×10-4-0.002687127828070.999996216786770
    Improvedalgorithm10.31707-0.00195-0.000370.00005-0.13089-0.031590.00390
    20.287380.000290.000090.000070.04131-0.065380.00061
    R0.999999993484091-6.739084572×10-5-9.2142784317×10-5
    6.7417921103×10-50.999999954547624-2.93869993549×10-4
    -9.2122975981×10-52.93876203709×10-40.999999952575066
    Table 4. Results comparison of motion parameters before and after improved particle swarm optimization
    Kang Wang, Yanming Lü, Fei Yuan, Dongshuai Liu, Hua Yang. Research on Laser Measurement Point Cloud Data Compensation and Pose Matching[J]. Laser & Optoelectronics Progress, 2020, 57(6): 062802
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