• DocumentCode
    620037
  • Title

    Error compensation of magnetic measurement system based on GMR sensor

  • Author

    Xueli Zheng ; Jingqi Fu ; Yan Wu ; Weihua Bao

  • Author_Institution
    Sch. of Mech. & Electr. Eng. & Autom., Shanghai Univ., Shanghai, China
  • fYear
    2013
  • fDate
    25-27 May 2013
  • Firstpage
    2018
  • Lastpage
    2022
  • Abstract
    This paper build a triaxial geomagnetic measurement system based on GMR sensors, then discussed non-orthogonal and zero drift error compensation of the three axis GMR sensor. Combine with the multi-coordinate system data fusion algorithms and inversion algorithms, we established a non-orthogonal error compensation model, then we calculated the compensation parameters by BP neural network algorithm. The compensation model achieved a good compensation effect, the non-orthogonal and zero drift error of the three-axis GMR sensor reduced to 0.8% from 7.86%.
  • Keywords
    backpropagation; error compensation; giant magnetoresistance; magnetic sensors; magnetic variables measurement; neural nets; BP neural network algorithm; inversion algorithms; multicoordinate system data fusion algorithm; nonorthogonal error compensation model; three-axis GMR sensor; triaxial geomagnetic measurement system; zero drift error compensation; Equations; Error compensation; Magnetic field measurement; Magnetic fields; Mathematical model; Measurement uncertainty; Temperature measurement; GMR Sensor; Magnetic Measurement; Three-axis Non-orthogonal Compensation; Zero drift Compensation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2013 25th Chinese
  • Conference_Location
    Guiyang
  • Print_ISBN
    978-1-4673-5533-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2013.6561266
  • Filename
    6561266