• DocumentCode
    3392554
  • Title

    Calibration improvement of three-axis magnetometer in disturbing magnetic circumstance based on FIR digital filter

  • Author

    Pan, Mengchun ; Pang, Hongfeng ; Luo, Shitu ; Zhang, Qi ; Xie, Ruifang

  • Author_Institution
    Coll. of Mechatron. Eng. & Autom., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2010
  • fDate
    24-28 Oct. 2010
  • Firstpage
    247
  • Lastpage
    250
  • Abstract
    Ideally, the output total value of three-axis magnetometer is stable at a certain place no matter what direction the three-axis magnetometer is placed. Actually, diversionary error of the three-axis magnetometer can not be avoided. In stable magnetic circumstance, tradional LMS adaptive algorithm is with good performance to calibrate the three-axis magnetometer. Experiment result indicates that diversionary error is decreased from 28 nT to 3.5 nT; but the performance is bad in disturbing magnetic field circumstance. Hence, the new method of combining adaptive filter with FIR digital filter is introduced. Then, advantages of the new method is proved by comparing with traditional LMS adaptive filter. Original diversionary error of three-axis magnetometer is 34.4722 nT in disturbing magnetic field circumstance, which is calibrated to 25.7352 nT using traditional LMS adaptive filter and 2.3502 nT by the new method of combining adaptive filter with FIR digital filter, respectively. Obviously, the method proposed in this paper has better calibration performance in disturbing magnetic circumstance.
  • Keywords
    FIR filters; adaptive filters; calibration; least mean squares methods; magnetometers; FIR digital filter; LMS adaptive algorithm; adaptive filter; calibration improvement; diversionary error; magnetic field circumstance; three-axis magnetometer; Adaptive algorithms; Calibration; Finite impulse response filter; Least squares approximation; Magnetic separation; Magnetometers; FIR digital filter; adaptive filter; disturbing magnetic circumstance; diversionary error;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing (ICSP), 2010 IEEE 10th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-5897-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2010.5655175
  • Filename
    5655175