Laser & Optoelectronics Progress, Volume. 59, Issue 2, 0228007(2022)

Spatial Positioning Optimization of Driverless Wheelchair by Fusion of Laser SLAM

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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    Figures & Tables(9)
    Experiment platform of driverless wheelchair. (a) General structure drawing; (b) encoder wheel odometer
    Schematic diagram of laser odometer
    Trajectory comparison of PLICP and RF2O algorithms. (a) Simulation environment; (b) trajectory
    Schematic diagram of dual odometer positioning
    Process chart of multi-sensor fusion location
    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
    Location error. (a) Without slope; (b) with slope
    • Table 1. Experimental parameters

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      Table 1. Experimental parameters

      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
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    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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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jul. 28, 2021

    Accepted: Sep. 10, 2021

    Published Online: Dec. 29, 2021

    The Author Email: Wang Jianjun (wangjianjun@sdut.edu.cn)

    DOI:10.3788/LOP202259.0228007

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