Optics and Precision Engineering, Volume. 32, Issue 22, 3277(2024)

Polarized light/MIMU integrated navigation SHKF attitude solving algorithm for motion acceleration suppression

Rencheng JIN... Sen PEI, Zijian ZHOU, Chen LIU and Ran ZHANG* |Show fewer author(s)
Author Affiliations
  • Key Laboratory for Micro/Nano Technology and System of Liaoning Province ofDalian University of Technology, Dalian116024, China
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    Figures & Tables(16)
    Polarized light navigation directional principle diagram
    Cascade attitude filtering flowchart
    Sage-Husa adaptive filtering flowchart
    Distribution of acceleration magnitudes and trust factors
    Flow chart of Gaussian Newton filtering for motion acceleration suppression
    Fixed wing flight control experimental platform
    Fixed wing flight control system architecture diagram
    Attitude calculation in static experimental
    Attitude calculation in dynamic experimental
    Attitude error results in dynamic experiment
    Accelerometer three-axis output under gradually changing acceleration
    Attitude solution under gradually changing acceleration
    Accelerometer three-axis output under sinusoidal acceleration
    Attitude solution under sinusoidal acceleration
    • Table 1. Static experimental attitude angle evaluation

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      Table 1. Static experimental attitude angle evaluation

      算法指标横滚角俯仰角航向角
      PIMAE0.028 50.056 50.038 0
      STD0.035 00.065 40.045 7
      EKFMAE0.027 70.043 90.016 9
      STD0.033 00.038 60.021 8
      SHKFMAE0.019 20.018 50.014 5
      STD0.023 90.023 10.018 4
    • Table 2. Dynamic experimental attitude angle evaluation

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      Table 2. Dynamic experimental attitude angle evaluation

      算法指标横滚角俯仰角航向角
      PIMAE0.809 80.896 52.940 4
      STD1.341 01.367 02.959 0
      EKFMAE0.664 80.714 03.337 6
      STD0.951 30.974 93.155 0
      SHKFMAE0.560 50.567 62.412 2
      STD0.811 30.750 91.899 0
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    Rencheng JIN, Sen PEI, Zijian ZHOU, Chen LIU, Ran ZHANG. Polarized light/MIMU integrated navigation SHKF attitude solving algorithm for motion acceleration suppression[J]. Optics and Precision Engineering, 2024, 32(22): 3277

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    Paper Information

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    Received: May. 13, 2024

    Accepted: --

    Published Online: Mar. 10, 2025

    The Author Email: ZHANG Ran (zhangr@dlut.edu.cn)

    DOI:10.37188/OPE.20243222.3277

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