• DocumentCode
    972064
  • Title

    Estimation of the Second Derivative of Kinematic Impact Signals Using Fractional Fourier Domain Filtering

  • Author

    Georgakis, Apostolos ; Subramaniam, Suba Raman

  • Author_Institution
    Div. of Eng., King´´s Coll. London, London
  • Volume
    56
  • Issue
    4
  • fYear
    2009
  • fDate
    4/1/2009 12:00:00 AM
  • Firstpage
    996
  • Lastpage
    1004
  • Abstract
    A new filtering algorithm is proposed for the accurate estimation of the second derivatives of kinematic signals with impacts. The algorithm operates in predetermined consecutive fractional Fourier transform domains and amounts to an overall linear low-pass filter with time-varying cutoff threshold, which can successfully accommodate the impact-induced changes in the frequency content of the signals. The proposed method was applied to experimentally acquired displacement data and the results have demonstrated its promising performance that was found superior to both conventional techniques and recently introduced advanced schemes.
  • Keywords
    Fourier analysis; biomechanics; medical signal processing; biomechanics; denoising techniques; fractional Fourier domain filtering; impact signals; linear low-pass filter; Digital filters; Filtering algorithms; Fourier transforms; Frequency; Kinematics; Low pass filters; Noise reduction; Nonlinear filters; Phase change materials; Signal processing; Time frequency analysis; Wavelet transforms; Biomechanics; fractional Fourier transform; impact signals; Algorithms; Biomechanics; Fourier Analysis; Humans; Models, Biological; Movement; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/TBME.2008.2006507
  • Filename
    4663618