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Cross-Sensor Calibration Procedure for Magnetometer and Inertial Units

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Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 550))

Abstract

Due to inertial and magnetic sensors imperfections, pre-processing is crucial in obtaining reliable orientation estimates. An easy to implement method of sensor calibration is presented, requiring little to none additional equipment. The method does not need a reference sensor and relies on world magnetic and gravity vectors constant relationship. In addition to standard individual calibration, a cross-sensor reference frame alignment is performed. Comparison with a high-grade MARG unit is also provided. Magnetic inclination stability, inertial and magnetic vector magnitude, and angular error are evaluated.

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References

  1. Gebre-Egziabher, D., Elkaim, G.H., David Powell, J., Parkinson, B.W.: Calibration of strapdown magnetometers in magnetic field domain. J. Aerosp. Eng. 19(2), 87–102 (2006)

    Article  Google Scholar 

  2. Kaczmarek, P., Tomczyński, J., Mańkowski, T.: Ekf-based method for kinematic configuration estimation of finger-like structure using low grade multi-imu system. In: 2016 IEEE International Conference on Multisensor Fusion and Integration for Intelligent Systems (MFI) (2016)

    Google Scholar 

  3. Kok, M., Hol, J.D., Schön, T.B., Gustafsson, F., Luinge, H.: Calibration of a magnetometer in combination with inertial sensors. In: 2012 15th International Conference on Information Fusion (FUSION), pp. 787–793. IEEE (2012)

    Google Scholar 

  4. Lötters, J., Schipper, J., Veltink, P., Olthuis, W., Bergveld, P.: Procedure for in-use calibration of triaxial accelerometers in medical applications. Sens. Actuators A: Phys. 68(1), 221–228 (1998)

    Article  Google Scholar 

  5. Merayo, J.M.G., Brauer, P., Primdahl, F., Petersen, J.R., Nielsen, O.V.: Scalar calibration of vector magnetometers. Measur. Sci. Technol. 11(2), 120 (2000)

    Article  Google Scholar 

  6. Metge, J., Mégret, R., Giremus, A., Berthoumieu, Y., Décamps, T.: Calibration of an inertial-magnetic measurement unit without external equipment, in the presence of dynamic magnetic disturbances. Measur. Sci. Technol. 25(12), 125106 (2014)

    Article  Google Scholar 

  7. Olivares, A., Olivares, G., Gorriz, J., Ramirez, J.: High-efficiency low-cost accelerometer-aided gyroscope calibration. In: 2009 International Conference on Test and Measurement, vol. 1, pp. 354–360. IEEE (2009)

    Google Scholar 

  8. Walchko, K.J., Mason, P.A.: Inertial navigation. In: Florida Conference on Recent Advances in Robotics, pp. 1–9 (2002)

    Google Scholar 

  9. Xsens Technologies B.V.: Motion capture - Xsens 3D motion tracking. https://www.xsens.com/tags/motion-capture/

  10. Xsens Technologies B.V.: MTi - Products - Xsens 3D motion tracking. https://www.xsens.com/products/mti/

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Acknowledgement

The work reported in this paper was supported by the Polish National Science Centre research project no. 2015/17/N/ST6/03571.

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Correspondence to Jakub Tomczyński .

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Tomczyński, J., Mańkowski, T., Kaczmarek, P. (2017). Cross-Sensor Calibration Procedure for Magnetometer and Inertial Units. In: Szewczyk, R., Zieliński, C., Kaliczyńska, M. (eds) Automation 2017. ICA 2017. Advances in Intelligent Systems and Computing, vol 550. Springer, Cham. https://doi.org/10.1007/978-3-319-54042-9_43

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  • DOI: https://doi.org/10.1007/978-3-319-54042-9_43

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-54041-2

  • Online ISBN: 978-3-319-54042-9

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