• DocumentCode
    3105117
  • Title

    Physical model of a MEMS accelerometer for low-g motion tracking applications

  • Author

    Ang, Wei Tech ; Khoo, Si Yi ; Khosla, Pradeep K. ; Riviere, Cameron N.

  • Author_Institution
    Robotics Inst., Carnegie Mellon Univ., Pittsburgh, PA, USA
  • Volume
    2
  • fYear
    2004
  • fDate
    April 26-May 1, 2004
  • Firstpage
    1345
  • Abstract
    This paper develops a physical model of a MEMS capacitive accelerometer in order to use the accelerometer effectively in low-g motion tracking applications. The proposed physical model includes common physical parameters used to rate an accelerometer: scale factor, bias, and misalignment. Simple experiments used to reveal the behavior and characteristics of these parameters are described. A phenomenological modeling method is used to establish mathematical representations of these parameters in relation to errors such as nonlinearity, hysteresis, cross-axis effect, and temperature effect, without requiring a complete understanding of the underlying physics. Experimental results are presented, in which the physical model reduces RMSE by 93.1% in comparison with the manufacturer´s recommended method.
  • Keywords
    acceleration measurement; accelerometers; control nonlinearities; hysteresis; micromechanical devices; motion control; tracking; MEMS capacitive accelerometer; bias; cross axis effect; hysteresis; low-g motion tracking; mathematical representations; microelectromechanical system; misalignment; nonlinearity errors; phenomenological modeling method; physical parameters; scale factor; temperature effect; Accelerometers; Circuits; Costs; Mathematical model; Micromechanical devices; Navigation; Physics; Testing; Tracking; Virtual manufacturing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2004. Proceedings. ICRA '04. 2004 IEEE International Conference on
  • ISSN
    1050-4729
  • Print_ISBN
    0-7803-8232-3
  • Type

    conf

  • DOI
    10.1109/ROBOT.2004.1308011
  • Filename
    1308011