Robust Heading Measurement Based on Improved Berry Model for Bionic Polarization Navigation

With the advantages of anti-interference and no accumulated error, bionic polarization heading measurement has important military significance and research value for autonomous navigation. However, the heading robustness is seriously affected by the accuracy of the skylight polarization model and th...

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Bibliographic Details
Published inIEEE transactions on instrumentation and measurement Vol. 72; pp. 1 - 11
Main Authors Li, Guangmin, Zhang, Ya, Fan, Shiwei, Wang, Yanyan, Yu, Fei
Format Journal Article
LanguageEnglish
Published New York IEEE 2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects
Atmospheric measurements
Atmospheric modeling
Autonomous navigation
Bionics
Calibration
Depolarization
Error analysis
Field calibration
heading measurement
Image sensors
Polarization
polarization navigation
Rayleigh scattering
Robustness
Sensor systems
Sensors
skylight polarization model
Skylights
Sun
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Summary:With the advantages of anti-interference and no accumulated error, bionic polarization heading measurement has important military significance and research value for autonomous navigation. However, the heading robustness is seriously affected by the accuracy of the skylight polarization model and the existing methods all use the Rayleigh scattering model without considering atmospheric depolarization. Therefore, this article proposed an innovative method of polarization heading measurement based on the Berry model to consider the influence of depolarization neutral points. And this model is improved by controlling the neutral points with correction coefficients to realize high-robustness heading measurement. On this basis, the improved Berry model is further used to calibrate the sensor parameters outdoors, which separates the skylight polarization model error from the sensor error without expensive instruments and complicated processes and improves the heading measurement accuracy. In the experiments with changing solar altitude, the average heading error STD after field calibration is 20.86% lower than that of the Berry model and 92.85% lower than that of the Rayleigh model, which shows great advancement in actual measurements.
ISSN:0018-9456
1557-9662
DOI:10.1109/TIM.2022.3225030