• DocumentCode
    2528007
  • Title

    Analysis of center of pressure signals using Empirical Mode Decomposition and Fourier-Bessel expansion

  • Author

    Pachori, Ram Bilas ; Hewson, D.J. ; Snoussi, H. ; Ene, J. Duch

  • Author_Institution
    Commun. Res. Center, Int. Inst. of Inf. Technol., Hyderabad
  • fYear
    2008
  • fDate
    19-21 Nov. 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Center of pressure (COP) measurements are often used to identify balance problems. A new method for analysis of COP signals using empirical mode decomposition (EMD) and Fourier-Bessel (FB) expansion is proposed in this paper. The EMD decomposes a COP signal into a finite set of band-limited signals termed intrinsic mode functions (IMFs), before FB expansion is applied on each IMF to compute mean frequency. The FB expansion based representation is suitable for use in non-stationary and very short duration signals. Seventeen subjects were tested under eyes open (EO) and eyes closed (EC) conditions, with different vibration frequencies applied for EC condition to further perturb sensory information. Mean frequency as calculated by FB expansion for the first three IMFs was able to distinguish between EO and EC conditions (p < 0.05), while only first IMF was able to detect a vibration effect.
  • Keywords
    matrix decomposition; pressure measurement; spectral analysis; time series; Fourier-Bessel expansion; center of pressure measurements; empirical mode decomposition; intrinsic mode functions; pressure signals; vibration frequencies; Eyes; Force measurement; Frequency; Injuries; Pressure measurement; Senior citizens; Signal analysis; Stability; System testing; Tendons;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2008 - 2008 IEEE Region 10 Conference
  • Conference_Location
    Hyderabad
  • Print_ISBN
    978-1-4244-2408-5
  • Electronic_ISBN
    978-1-4244-2409-2
  • Type

    conf

  • DOI
    10.1109/TENCON.2008.4766596
  • Filename
    4766596