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
Link To Document :
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