• DocumentCode
    69744
  • Title

    Explicit Solution for Magnetometer Calibration

  • Author

    Hemerly, Elder M. ; Coelho, Fernando A. A.

  • Author_Institution
    Technol. Inst. of Aeronaut., São José dos Campos, Brazil
  • Volume
    63
  • Issue
    8
  • fYear
    2014
  • fDate
    Aug. 2014
  • Firstpage
    2093
  • Lastpage
    2095
  • Abstract
    A definitive solution is provided in this paper for solving the magnetometer calibration problem by means of ellipsoid fitting. This is achieved by providing an explicit solution for the ensuing constrained least squares problem, which requires a careful exploitation of the design matrices and a detailed analysis of symbolically calculated eigenvalues and eigenvectors. The end result is a direct solution for the magnetometer calibration problem without any recursive loop whatsoever. This is the most favorable solution one can expect for the magnetometer calibration problem, since now the computation time is exclusively determined by the number of data points. Hence, this solution is numerically reliable, fast, and particularly relevant for sliding window adaptive calibration. Simulation results show that the proposed solution is more accurate and faster than the best one available so far.
  • Keywords
    calibration; eigenvalues and eigenfunctions; least squares approximations; magnetometers; matrix algebra; reliability; constrained least square problem; eigenvector; ellipsoid fitting; magnetometer calibration problem; matrix algebra; recursive loop; reliability; sliding window adaptive calibration; symbolically calculated eigenvalue; Calibration; Eigenvalues and eigenfunctions; Ellipsoids; Magnetic sensors; Magnetometers; Vectors; Autocalibration; constrained least squares; ellipsoid fitting; magnetometer calibration; parameter estimation; parameter estimation.;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.2014.2330446
  • Filename
    6843947