• DocumentCode
    3017479
  • Title

    Spectral analysis of human movement stability using time series data in medicine

  • Author

    Tsuruoka, Masako ; Shibasaki, Ryosuke ; Yasuoka, Yoshifumi ; Murai, Shunji

  • Author_Institution
    Inst. of Ind. Sci., Tokyo Univ., Japan
  • fYear
    1999
  • fDate
    1999
  • Firstpage
    190
  • Lastpage
    195
  • Abstract
    This paper presents a useful analyzer system for human movement stability, which is composed of two developed sub-systems. One is a system of acquiring time series data of person´s movement factors, the other is a system of analyzing the person´s movement stability. The setup of acquiring data system, which is a personal computer-assisted, employs two CCD digital video cameras and a force-plate sensor system, which are controlled simultaneously. Time series data of 3D coordinates on major joints are measured from a video recorder system using image processing and videometry. Time series data of each foot pressure are measured from force-plate sensor system. For a spectral analysis, utilizing an autoregressive model, the power spectrum and impulse response of movement factors can used to analyse the dynamical relations between the body centre of gravity and foot pressure. This human movement stability analysis system provides new medical evaluation in rehabilitation and physical fitness
  • Keywords
    autoregressive processes; computer vision; gait analysis; medical computing; spectral analysis; stability; time series; transient response; autoregressive model; force-plate sensor system; human movement stability; impulse response; movement factors; physical fitness; power spectrum; rehabilitation; spectral analysis; time series; video cameras; Charge coupled devices; Charge-coupled image sensors; Data systems; Digital cameras; Foot; Sensor systems; Spectral analysis; Stability analysis; Time measurement; Time series analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer-Based Medical Systems, 1999. Proceedings. 12th IEEE Symposium on
  • Conference_Location
    Stamford, CT
  • ISSN
    1063-7125
  • Print_ISBN
    0-7695-0234-2
  • Type

    conf

  • DOI
    10.1109/CBMS.1999.781269
  • Filename
    781269