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
fDate :
4/1/2009 12:00:00 AM
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;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2008.2006507