• Laser & Optoelectronics Progress
  • Vol. 59, Issue 2, 0228007 (2022)
Chongyue Bai1, Jianjun Wang1、*, Xiaoxiao Cheng1, Xuhui Li1, Jiongyu Wang1, Guangbin Wang2, and Guangtao Wang2
Author Affiliations
  • 1School of Mechanical Engineering, Shandong University of Technology, Zibo , Shandong 255049, China
  • 2Shandong Through Train Technology Co., Ltd., Zibo , Shandong 255000, China
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    DOI: 10.3788/LOP202259.0228007 Cite this Article Set citation alerts
    Chongyue Bai, Jianjun Wang, Xiaoxiao Cheng, Xuhui Li, Jiongyu Wang, Guangbin Wang, Guangtao Wang. Spatial Positioning Optimization of Driverless Wheelchair by Fusion of Laser SLAM[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0228007 Copy Citation Text show less
    Experiment platform of driverless wheelchair. (a) General structure drawing; (b) encoder wheel odometer
    Fig. 1. Experiment platform of driverless wheelchair. (a) General structure drawing; (b) encoder wheel odometer
    Schematic diagram of laser odometer
    Fig. 2. Schematic diagram of laser odometer
    Trajectory comparison of PLICP and RF2O algorithms. (a) Simulation environment; (b) trajectory
    Fig. 3. Trajectory comparison of PLICP and RF2O algorithms. (a) Simulation environment; (b) trajectory
    Schematic diagram of dual odometer positioning
    Fig. 4. Schematic diagram of dual odometer positioning
    Process chart of multi-sensor fusion location
    Fig. 5. Process chart of multi-sensor fusion location
    Two kinds of experimental environment. (a) Without slope; (b) with slope
    Fig. 6. Two kinds of experimental environment. (a) Without slope; (b) with slope
    Comparison of predicted trajectory between DEKF fusion algorithm, encoder odometer and actual trajectory.(a) Without slope; (b) with slope
    Fig. 7. Comparison of predicted trajectory between DEKF fusion algorithm, encoder odometer and actual trajectory.(a) Without slope; (b) with slope
    Location error. (a) Without slope; (b) with slope
    Fig. 8. Location error. (a) Without slope; (b) with slope
    ParameterLaser ranging resolution /(°)Laser ranging range /mLaser scanning angle /(°)Robot speed /(m·s-1Fusion frequency /Hz
    Set value<0.50.12-100-3600.02-0.510
    Table 1. Experimental parameters
    Chongyue Bai, Jianjun Wang, Xiaoxiao Cheng, Xuhui Li, Jiongyu Wang, Guangbin Wang, Guangtao Wang. Spatial Positioning Optimization of Driverless Wheelchair by Fusion of Laser SLAM[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0228007
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