Optics and Precision Engineering, Volume. 32, Issue 3, 422(2024)

Three-dimensional mapping of park based on synchronous fusion of lidar and inertial measurement unit

Qinglu MA1,*... Junhao WANG1, Jie ZHANG1 and Zheng ZOU2 |Show fewer author(s)
Author Affiliations
  • 1School of Traffic and Transportation, Chongqing Jiaotong University, Chongqing400074, China
  • 2The Key Laboratory of Road and Traffic Engineering, Ministry of Education, Tongji University, Shanghai01804, China
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    Figures & Tables(15)
    Graph structure improved algorithm factor
    Experimental platform and system framework for mapping based on fusion of lidar and IMU
    Improved algorithm building process and renderings
    Comparison of rendering before and after improvement of Fast-LIO2
    SLAM pose estimation
    Error analysis of SLAM trajectory estimation
    Loopback detection error analysis
    Absolute error distribution
    Comparison of APE error of double speed experiment
    Point cloud map and Z-axis map analysis result
    Process of fitting line information extraction
    Discrete distribution analysis of point cloud
    [in Chinese]
    • Table 1. Analysis result of fitting line error

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      Table 1. Analysis result of fitting line error

      序号SσSσ)'RSSRSS'R²R²'
      拟合线10.000 9950.000 8721.739 341. 53 1510.819 280.822 63
      拟合线20.003 2800.003 0304.385 923.936 750.633 210.659 77
      拟合线30.005 8300.005 2404.308 213.901 560.336 330.366 64
      拟合线40.010 3400.007 25019.496 2717.328 150.789 320.879 45
      拟合线50.017 5400.006 99015.454 817.481 310.998 070.999 21
      拟合线60.000 7200.000 6542.527 032.238 360.963 550.970 43
    • Table 2. Comparison of APE error

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      Table 2. Comparison of APE error

      场 景MinMin'MaxMax'MeanMean'RMSERMSE'
      Seq.000.5250.4558.2458.1104.3563.8294.7214.128
      Seq.050.6060.5434.4624.2813.0492.7943.5223.009
      Seq.070.5830.5014.1693.4322.3722.1942.5182.295
      Seq.090.5430.4616.2344.5152.8492.5013.0672.693
      实 地0.5210.4439.6276.2893.4233.0454.0273.328
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    Qinglu MA, Junhao WANG, Jie ZHANG, Zheng ZOU. Three-dimensional mapping of park based on synchronous fusion of lidar and inertial measurement unit[J]. Optics and Precision Engineering, 2024, 32(3): 422

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    Paper Information

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    Received: May. 25, 2023

    Accepted: --

    Published Online: Apr. 2, 2024

    The Author Email: MA Qinglu (mql360@qq.com)

    DOI:10.37188/OPE.20243203.0422

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