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JACIII Vol.29 No.3 pp. 583-591
doi: 10.20965/jaciii.2025.p0583
(2025)

Research Paper:

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Research on Temperature Error Calibration Method of Fluxgate Sensor

Ruiping Yang*1,*2,*3,*4 ORCID Icon, Jian Ge*1,*2,*3 ORCID Icon, Wang Luo*5,*6,† ORCID Icon, Xiangyun Hu*5,*6 ORCID Icon, Jinhua She*7 ORCID Icon, Daisuke Chugo*4 ORCID Icon, and Haobin Dong*1,*2,*3 ORCID Icon

*1School of Automation, China University of Geosciences
No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China

*2Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems
No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China

*3Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education
No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China

*4School of Engineering, Kwansai Gakuin University
1 Gakuen Uegahara, Sanda, Hyogo 669-1330, Japan

*5School of Geophysics and Geomatics, China University of Geosciences
No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China

*6Hubei Subsurface Multi-scale Imaging Key Laboratory
No.388 Lumo Road, Hongshan District, Wuhan, Hubei 430074, China

*7School of Engineering, Tokyo University of Technology
1404-1 Katakuramachi, Hachioji, Tokyo 192-0982, Japan

†Corresponding author

Received:
December 3, 2024
Accepted:
February 18, 2025
Published:
May 20, 2025
Creative Commons License
Keywords:
fluxgate sensor, temperature calibration, curve fitting, error, magnetic sensor
Abstract

The fluxgate sensor is the most widely used sensor in vector magnetic measurement. However, during long-term continuous observation, the fluxgate sensor will produce large measurement errors due to changes in ambient temperature. This paper proposes a temperature calibration method for the fluxgate sensor based on polynomial fitting to address the temperature error of fluxgate sensors. First, the effect of temperature on the performance indicators of the fluxgate sensor was analyzed. Second, according to the existing temperature-magnetic field data, a temperature calibration model of the fluxgate sensor was constructed. Compared with other temperature calibration methods, the result shows that the proposed temperature calibration method is relatively simple and can better achieve real-time calibration for sensor application scenarios. Finally, to verify the effectiveness of the proposed method, numerous laboratory experiments were implemented. The temperature drift was reduced from about 700 nT before calibration to about 1 nT, root mean square error RMSE = 11.7189, indicating that the proposed method has a good temperature calibration effect on the data measured by the fluxgate sensor within the variable temperature background.

Cite this article as:
R. Yang, J. Ge, W. Luo, X. Hu, J. She, D. Chugo, and H. Dong, “Research on Temperature Error Calibration Method of Fluxgate Sensor,” J. Adv. Comput. Intell. Intell. Inform., Vol.29 No.3, pp. 583-591, 2025.
Data files:
References
  1. [1] X. F. Zhang and Y. L. Lu, “Fluxgate Technology,” National Defense Industry Press, 1995 (in Chinese).
  2. [2] Q. H. Vu, M. Li, and K. H. Ru, “Assessment of electromagnetic frequency sounding problem in a near surface geological environment,” J. Adv. Comput. Intell. Intell. Inform., Vol.17, No.4, pp. 604-610, 2013. https://doi.org/10.20965/jaciii.2013.p0604
  3. [3] H. Liu et al., “A multi-magneto-inductive sensor array system for real-time magnetic field imaging of ferromagnetic targets,” Review of Scientific Instruments, Vol.92, No.3, Article No.035113, 2021. https://doi.org/10.1063/5.0039894
  4. [4] Y. Li, Y. He, and B. Yin, “Evaluation method for complex electromagnetic environment,” J. Adv. Comput. Intell. Intell. Inform., Vol.23, No.5, pp. 891-897, 2019. https://doi.org/10.20965/jaciii.2019.p0891
  5. [5] A. Wahdan, J. Georgy, W. F. Abdelfatah, and A. Noureldin, “Magnetometer calibration for portable navigation devices in vehicles using a fast and autonomous technique,” IEEE Trans. on Intelligent Transportation Systems, Vol.15, No.5, pp. 2347-2352, 2014. https://doi.org/10.1109/TITS.2014.2313764
  6. [6] A. M. Du et al., “The Chinese Mars ROVER fluxgate magnetometers,” Space Science Reviews, Vol.216, No.8, Article No.135, 2020. https://doi.org/10.1007/s11214-020-00766-8
  7. [7] C. Galli and G. Lippi, “High-sensitivity cardiac troponin testing in routine practice: Economic and organizational advantages,” Annals of Translational Medicine, Vol.4, No.13, Article No.257, 2016. https://doi.org/10.21037/atm.2016.07.04
  8. [8] X. Wang et al., “Quantitative analysis of the measurable areas of differential magnetic gradient tensor systems for unexploded ordnance detection,” IEEE Sensors J., Vol.21, No.5, pp. 5952-5960, 2021. https://doi.org/10.1109/JSEN.2020.3041001
  9. [9] L. Fan et al., “A fast linear algorithm for magnetic dipole localization using total magnetic field gradient,” IEEE Sensors J., Vol.18, No.3, pp. 1032-1038, 2018. https://doi.org/10.1109/JSEN.2017.2781300
  10. [10] D. M. Miles, J. R. Bennest, I. R. Mann, and D. K. Milling, “A radiation hardened digital fluxgate magnetometer for space applications,” Geoscientific Instrumentation, Methods and Data Systems, Vol.2, No.2, pp. 213-224, 2013. https://doi.org/10.5194/gi-2-213-2013
  11. [11] K. Qi, C. Shi, and B. Lv, “Study on temperature characteristic of fluxgate sensor detectors,” Chinese J. of Sensors and Actuators, Vol.27, No.11, pp. 1486-1489, 2014 (in Chinese).
  12. [12] J. Rigelsford, “Magnetic sensors and magnetometers,” Sensor Review, Vol.22, No.1, 2002. https://doi.org/10.1108/sr.2002.08722aae.003
  13. [13] A. Tipek, T. O’Donnell, P. Ripka, and J. Kubik, “Excitation and temperature stability of PCB fluxgate sensor,” IEEE Sensors J., Vol.5, No.6, pp. 1264-1269, 2005. https://doi.org/10.1109/JSEN.2005.859239
  14. [14] J. Kubík, J. Včelák, T. O’Donnell, and P. McCloskey, “Triaxial fluxgate sensor with electroplated core,” Sensors and Actuators A: Physical, Vol.152, No.2, pp. 139-145, 2009. https://doi.org/10.1016/j.sna.2009.03.032
  15. [15] U. Topal et al., “Optimization of the temperature stability of fluxgate sensors for space applications,” IEEE Sensors J., Vol.21, No.3, pp. 2749-2756, 2021. https://doi.org/10.1109/JSEN.2020.3024547
  16. [16] F. Primdahl, “The fluxgate magnetometer,” J. of Physics E: Scientific Instruments, Vol.12, No.4, pp. 241-253, 1979. https://doi.org/10.1088/0022-3735/12/4/001
  17. [17] F. Primdahl, “Temperature compensation of fluxgate magnetometers,” IEEE Trans. on Magnetics, Vol.6, No.4, pp. 819-822, 1970. https://doi.org/10.1109/TMAG.1970.1066971
  18. [18] H. U. Auster et al., “Concept and first results of a digital fluxgate magnetometer,” Measurement Science and Technology, Vol.6, No.5, pp. 477-481, 1995. https://doi.org/10.1088/0957-0233/6/5/007
  19. [19] J. M. G. Merayo et al., “The spinning Astrid-2 satellite used for modeling the Earth’s main magnetic field,” IEEE Trans. on Geoscience and Remote Sensing, Vol.40, No.4, pp. 898-909, 2002. https://doi.org/10.1109/TGRS.2002.1006371
  20. [20] H. U. Auster et al., “The THEMIS Fluxgate Magnetometer,” Space Science Reviews, Vol.141, pp. 235-264, 2008. https://doi.org/10.1007/s11214-008-9365-9
  21. [21] T. Fan, J. You, and X. Li, “Design and implementation of three-axis digital fluxgate sensor based on DSC,” Proc. of the 2019 4th Int. Conf. on Robotics, Control and Automation, pp. 90-94, 2019. https://doi.org/10.1145/3351180.3351221
  22. [22] A. Esper, B. Dufay, S. Saez, and C. Dolabdjian, “Theoretical and experimental investigation of temperature-compensated off-diagonal GMI magnetometer and its long-term stability,” IEEE Sensors J., Vol.20, No.16, pp. 9046-9055, 2020. https://doi.org/10.1109/JSEN.2020.2988939
  23. [23] H. Can, F. N. Ecevit, P. Svec, P. Svec, and U. Topal, “The sensing characteristics of ring-core fluxgate sensors at temperature interval of -50°C to +85°C,” IEEE Trans. on Magnetics, Vol.54, No.7, Article No.4000706, 2018. https://doi.org/10.1109/TMAG.2018.2835771
  24. [24] R. D. Dosano, N. H. Mabaquiao, G. Gallega-Hisole, R. A. Cabacas, and I.-H. Ra, “A novel approach for determining distributed generations penetration level using least square minimization (LSM) curve fitting,” J. Adv. Comput. Intell. Intell. Inform., Vol.20, No.6, pp. 1004-1012, 2016. https://doi.org/10.20965/jaciii.2016.p1004
  25. [25] J. Vojtko, I. Kovácová, L. Madarász, and D. Kovác, “Utilization of neural networks for error reduction of elastomagnetic sensors,” J. Adv. Comput. Intell. Intell. Inform., Vol.9, No.4, pp. 372-378, 2005. https://doi.org/10.20965/jaciii.2005.p0372
  26. [26] H. Pang et al., “Nonlinear temperature compensation of fluxgate magnetometers with a least-squares support vector machine,” Measurement Science and Technology, Vol.23, No.2, Article No.025008, 2012. https://doi.org/10.1088/0957-0233/23/2/025008
  27. [27] W. Feng, “Study on three-axis digital fluxgate sensor and its intelligent calibration method,” Ph.D. thesis, Northwestern Polytechnical University, 2019 (in Chinese). https://doi.org/10.27406/d.cnki.gxbgu.2019.000039
  28. [28] B. Lin, “Research on error compensation and temperature compensation technology of geomagnetic orientation platform,” Master’s thesis, Harbin Institute of Technology, 2021 (in Chinese). https://doi.org/10.27061/d.cnki.ghgdu.2021.002379
  29. [29] M. R. S. Chafi, H. G. Narm, and A. A. Kalat, “Calibration of fluxgate sensor using least square method and particle swarm optimization algorithm,” J. of Magnetism and Magnetic Materials, Vol.570, Article No.170364, 2023. https://doi.org/10.1016/j.jmmm.2023.170364
  30. [30] K. Yuan et al., “Ring-core fluxgate sensor for high operation temperatures up to 220°C,” Micromachines, Vol.13, No.12, Article No.2158, 2022. https://doi.org/10.3390/mi13122158

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Last updated on May. 19, 2025