• DocumentCode
    333257
  • Title

    Digital filtering of kinematics of racing wheelchair propulsion

  • Author

    DiGiovine, Carmen P. ; Cooper, Rory A. ; DiGiovine, Michalle M. ; Boninger, Michael L. ; Robertson, Rick N.

  • Author_Institution
    Human Eng. Res. Lab., VA Pittsburgh Health Care Scheme, Pittsburgh, PA, USA
  • Volume
    5
  • fYear
    1998
  • fDate
    28 Oct-1 Nov 1998
  • Firstpage
    2714
  • Abstract
    The purpose of this study was to examine the residual analysis technique described by D.A. Winter [1990] in the digital filtering of the kinematics of racing wheelchair propulsion. Specifically, the selection of the type and cut-off frequency of the digital filter were examined. The residual analysis was performed on the second metacarpophalangeal joint (2MP) marker. Four different types of digital filters were examined: a 2nd, a 4th, and a 10th order Butterworth, as well as a 10th order Chebyshev type I with a passband ripple of 0.001 dB. The residual analysis was useful in determining the appropriate cut-off frequency for each individual filter. The cut-off frequency was between 7 and 8 Hz in the x-direction, between 9 and 10 Hz in the y-direction, and 7 Hz in the z-direction, depending on the type and order of the filter implemented. The residual analysis was not useful in determining the appropriate type of filter. Knowledge regarding the magnitude and phase characteristics of the filter, as well as the type of data to be filtered, should be used to determine the most appropriate type of filter
  • Keywords
    Butterworth filters; Chebyshev filters; band-pass filters; biomechanics; digital filters; handicapped aids; kinematics; low-pass filters; mean square error methods; medical signal processing; motion estimation; propulsion; video signal processing; Butterworth filters; Chebyshev filters; RMS error; biomechanics; cut-off frequency; digital filter type selection; digital filtering; kinematics; low-pass filter; motion analysis; passband ripple filter; phase characteristics; racing wheelchair propulsion; residual analysis technique; second metacarpophalangeal joint marker; Acceleration; Cutoff frequency; Digital filters; Filtering; Kinematics; Low pass filters; Multilevel systems; Performance analysis; Propulsion; Wheelchairs;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
  • Conference_Location
    Hong Kong
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-5164-9
  • Type

    conf

  • DOI
    10.1109/IEMBS.1998.745235
  • Filename
    745235