• Infrared and Laser Engineering
  • Vol. 50, Issue 9, 20200484 (2021)
Yan Liang1、2, Qingdong Zhang1, Ning Zhao1, and Chuanmiao Li1
Author Affiliations
  • 1School of Mechanical Engineering, University of Science and Technology, Beijing 100083, China
  • 2Beijing Xinfeng Aerospace Equipment Co. Ltd, Beijing 100089, China
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    DOI: 10.3788/IRLA20200484 Cite this Article
    Yan Liang, Qingdong Zhang, Ning Zhao, Chuanmiao Li. Indoor location method based on UWB and inertial navigation fusion[J]. Infrared and Laser Engineering, 2021, 50(9): 20200484 Copy Citation Text show less
    UWB ranging flow chart
    Fig. 1. UWB ranging flow chart
    Comparison diagram between actual distances and measured distances
    Fig. 2. Comparison diagram between actual distances and measured distances
    UWB ranging fitting curve
    Fig. 3. UWB ranging fitting curve
    Comparison diagram of actual error and error after fitting
    Fig. 4. Comparison diagram of actual error and error after fitting
    UWB ranging sample data
    Fig. 5. UWB ranging sample data
    Flow chart of the outlier detection method based on the modified Mahalanobis distance
    Fig. 6. Flow chart of the outlier detection method based on the modified Mahalanobis distance
    Ranging samples based on the modified Mahalanobis distance outliers detection method
    Fig. 7. Ranging samples based on the modified Mahalanobis distance outliers detection method
    Carrier coordinate system
    Fig. 8. Carrier coordinate system
    Navigation coordinate system
    Fig. 9. Navigation coordinate system
    Functional block diagram of tight-coupling fusion based on pseudorange
    Fig. 10. Functional block diagram of tight-coupling fusion based on pseudorange
    UWB base station layout and establishment of the navigation coordinate system
    Fig. 11. UWB base station layout and establishment of the navigation coordinate system
    Positioning label and trolley
    Fig. 12. Positioning label and trolley
    Rectangular trajectory
    Fig. 13. Rectangular trajectory
    Comparison diagram of UWB positioning results and actual trajectory
    Fig. 14. Comparison diagram of UWB positioning results and actual trajectory
    Comparison diagram of positioning trajectories of the two positioning methods
    Fig. 15. Comparison diagram of positioning trajectories of the two positioning methods
    Comparison diagram of positioning errors of the two positioning methods
    Fig. 16. Comparison diagram of positioning errors of the two positioning methods
    CDF comparison diagram of positioning errors of the two positioning methods
    Fig. 17. CDF comparison diagram of positioning errors of the two positioning methods
    Fitting curveQuadratic fittingCubic fittingQuartic fittingQuintic fitting
    Residual0.04083 m0.03166 m0.01924 m0.01897 m
    Table 1. Residual modulus of UWB ranging fitting curve
    Base station IDX/m Y/m Z/m
    00.020.010.14
    12.410.011.48
    22.401.210.15
    32.422.400.15
    40.002.411.49
    50.011.220.14
    Table 2. UWB base station coordinates
    Yan Liang, Qingdong Zhang, Ning Zhao, Chuanmiao Li. Indoor location method based on UWB and inertial navigation fusion[J]. Infrared and Laser Engineering, 2021, 50(9): 20200484
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