Acta Optica Sinica, Volume. 45, Issue 4, 0412004(2025)

On-Board Multi-Sensor Fusion Based Track Three-Dimensional Real-Time Construction Method

Shiming Chen1, Hao Wang1, Junbo Liu1, Xinxin Zhao1,3、*, Le Wang1, Shengchun Wang1, Ning Yu1, Linhan Jin2, and Wei Wang2
Author Affiliations
  • 1Infrastructure Inspection Research Institute, China Academy of Railway Sciences Corporation Limited, Beijing 100081, China
  • 2China Railway Shenyang Group Co., Ltd, Shenyang 110001, Liaoning , China
  • 3Key Laboratory of Big Data & Artificial Intelligence in Transportation, Ministry of Education, Beijing Jiaotong University, Beijing 100044, China
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    Figures & Tables(13)
    Schematic diagram of system structure
    Calculation process of horizontal 10 m-chord irregularity based on point cloud
    Flowchart of multi-sensor fusion point cloud computing method
    Schematic diagram of system installed in dedicated inspection train
    Initial alignment accuracy evaluation. (a) Comparison between measured shaking angles and reference values; (b) variation of three-axis angle error with time
    Comparison of trajectory calculation results. (a) Comparison of results from multiple methods; (b) detection of train trajectories
    Attitude measurement accuracy assessment. (a) Comparison of measurements; (b) error values
    Position measurement accuracy assessment. (a) Comparison of measurement results; (b) error values
    Position measurement accuracy assessment
    3D point cloud reconstruction results. (a) Switch rail; (b) crossing; (c) rail joint
    Comparison of vertical 10 m chords. (a) Based on method of this paper; (b) based on trajectory recursion method
    Comparison of results of track geometry measurement. (a) Horizontal 10 m chord; (b) vertical 10 m chord; (c) level
    • Table 1. Comparison of measurement result with reference values

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      Table 1. Comparison of measurement result with reference values

      MileageMeasurement itemReference /mmMeasurement /mmError /mmPercentage of error /%
      K0+533Vertical 10 m chord-6.71-7.46-0.7511.1
      K0+705Vertical 10 m chord10.4011.411.019.7
      K0+741Vertical 10 m chord-10.46-9.391.07-10.3
      K0+786Vertical 10 m chord7.286.80-0.48-6.6
      K0+250Level9.098.77-0.32-3.6
      K0+706Level8.709.040.343.9
      K0+739Level-14.70-14.84-0.140.9
      K0+749Level11.0310.91-0.12-1.1
      K0+888Level-4.92-4.98-0.061.2
      K0+290Horizontal 10 m chord8.568.15-0.41-4.8
      K0+926Horizontal 10 m chord22.95-22.680.27-1.2
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    Shiming Chen, Hao Wang, Junbo Liu, Xinxin Zhao, Le Wang, Shengchun Wang, Ning Yu, Linhan Jin, Wei Wang. On-Board Multi-Sensor Fusion Based Track Three-Dimensional Real-Time Construction Method[J]. Acta Optica Sinica, 2025, 45(4): 0412004

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Oct. 21, 2024

    Accepted: Dec. 18, 2024

    Published Online: Feb. 20, 2025

    The Author Email: Zhao Xinxin (zhaoxinxin2016@rail.cn)

    DOI:10.3788/AOS241667

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