Infrared and Laser Engineering, Volume. 52, Issue 6, 20230148(2023)

Optimal calibration method for nonorthogonal errors in dual-axis rotational RLG INS

Ding Li1,2, Xudong Yu1,2、*, Guo Wei1,2, and Hui Luo1,2
Author Affiliations
  • 1College of Advanced Interdisciplinary Studies, National University of Defense Technology, Changsha 410073, China
  • 2Nanhu Laser Laboratory, National University of Defense Technology, Changsha 410073, China
  • show less
    Figures & Tables(14)
    Nonorthogonal angles between IMU frame and inner rotating frame
    Nonorthogonal angles between inner rotating frame and outer rotating frame
    The flow diagram of PSO algorithm
    Dual-axis rotational laser INS
    Fitness value convergence process of PSO algorithm
    Vehicle pitch error
    Vehicle roll error
    Vehicle yaw error
    Vehicle attitude
    Attitude RMSE of 50 Monte Carlo test
    • Table 1. IMU characteristics

      View table
      View in Article

      Table 1. IMU characteristics

      CharacteristicsParameters
      Gyro drift stability/(°)·h−1${ { {0.005} } }$
      Gyro stochastic error/(°)·h−1/2${ { { 0.000\;5} } }$
      Gyro scale factor stability/ppm$2$
      Accelerometer bias stability/μg$20$
      Sampling frequency/Hz$200$
    • Table 2. PSO parameters

      View table
      View in Article

      Table 2. PSO parameters

      PSO parametersSetting value
      $\omega $0.8
      ${c_1},{c_2}$2, 2
      $ {V_{\min }},{V_{\max }} $−1, 1
      N20
      G150
    • Table 3. The calibration result of nonorthogonal angles

      View table
      View in Article

      Table 3. The calibration result of nonorthogonal angles

      AnglesValue/(°)AnglesValue/(°)
      $ {\theta _x} $−0.000 279$ {\eta _x} $0.000721
      $ {\theta _y} $−0.000 963$ {\eta _y} $−0.000 806
      $ {\theta _\textit{z}} $−0.002 212$ {\eta _\textit{z}} $−0.009 205
    • Table 4. Vehicle attitude RMSE comparison

      View table
      View in Article

      Table 4. Vehicle attitude RMSE comparison

      MethodsRMSE/(°)
      PitchRollYaw
      Uncompensated0.202 50.077 90.926 3
      Previous method0.025 20.020 00.012 9
      Proposed method0.002 70.005 40.002 4
    Tools

    Get Citation

    Copy Citation Text

    Ding Li, Xudong Yu, Guo Wei, Hui Luo. Optimal calibration method for nonorthogonal errors in dual-axis rotational RLG INS[J]. Infrared and Laser Engineering, 2023, 52(6): 20230148

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Photoelectric measurement

    Received: Mar. 16, 2023

    Accepted: --

    Published Online: Jul. 26, 2023

    The Author Email: Yu Xudong (wind0909@163.com)

    DOI:10.3788/IRLA20230148

    Topics