• DocumentCode
    2700768
  • Title

    Instantaneous spectral characteristics of postural stability using time-frequency analysis

  • Author

    Ferdjallah, Mohammed ; Harris, Gerald F. ; Wertsch, Jacqueline J.

  • Author_Institution
    Med. Coll., Wisconsin Univ., Milwaukee, WI, USA
  • Volume
    4
  • fYear
    1997
  • fDate
    30 Oct-2 Nov 1997
  • Firstpage
    1675
  • Abstract
    Postural stability assessment is paramount in understanding control of stability. The center of pressure (COP) metric has shown to be a suitable output measure for time and frequency analysis. However, the COP is also a non-stationary signal. Standard time and frequency analysis methods may not be useful for monitoring the dynamic changes in the COP signal. In this study, a time-frequency method, based on data-adaptive evolutionary spectral estimation, has been applied to monitor the dynamic changes in the COP in a non-stationary environment. Metrics including the instantaneous mean frequency (IMF), instantaneous spectral bandwidth (ISB) and instantaneous average power (IAP) are analyzed to characterize the COP signal in both the anterior-posterior and the medial-lateral planes. IMF and ISB were shown to be exponentially proportional to IAP. The decay factors were calculated in both eyes-open and eyes-closed trials during upright quiet standing
  • Keywords
    biomechanics; mechanical stability; mechanoception; medical signal processing; spectral analysis; time-frequency analysis; anterior-posterior plane; data-adaptive evolutionary spectral estimation; decay factors; dynamic signal change monitoring; eyes-closed trial; eyes-open trial; instantaneous average power; instantaneous mean frequency; instantaneous spectral bandwidth; medial-lateral plane; nonstationary signal; postural stability control; pressure centre; time-frequency analysis; upright quiet standing; Bandwidth; Birth disorders; Monitoring; Pediatrics; Pressure measurement; Sampling methods; Signal analysis; Stability analysis; Testing; Time frequency analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, 1997. Proceedings of the 19th Annual International Conference of the IEEE
  • Conference_Location
    Chicago, IL
  • ISSN
    1094-687X
  • Print_ISBN
    0-7803-4262-3
  • Type

    conf

  • DOI
    10.1109/IEMBS.1997.757042
  • Filename
    757042