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
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