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
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