IDENTIFICATION OF DYNAMIC PATTERNS OF BODY SWAY DURING QUIET
STANDING: IS IT A NONLINEAR PROCESS?
HAMED GHOMASHCHI
Faculty of Biomedical
Engineering,
Islamic Azad University,
Tehran Science & Research
Branch,
Tehran, Iran
h ghomashchi@yahoo.com
ALI ESTEKI
Department of Biomedical
Engineering,
Faculty of Medicine, Medical
Campus,
Shahid Beheshti University,
Tehran,
Iran
aesteki@sbmu.ac.ir
JULIEN CLINTON SPROTT
Department of Physics,
University of
Wisconsin,
Madison, WI 53706, USA
csprott@physics.wisc.edu
ALI MOTIE NASRABADI
Department of Biomedical
Engineering,
Faculty of Engineering,
Shahed University, Tehran, Iran
nasrabadi@shahed.ac.ir
Received June 5, 2009; Revised August 5, 2009
ABSTRACT
During quiet standing, the human
body
continuously moves about an upright posture in an erratic
fashion. Many
researchers characterize postural fluctuations as a stochastic
process
while some others suggest chaotic dynamics for postural sway. In
this
study, first we examined these assumptions using principles of
chaos
theory in normal healthy and in patients with deteriorated
postural
control mechanisms. Next, we compared the ability of a nonlinear
dynamics quantifier correlation dimension to that of a linear
measure
standard deviation to describe variability of healthy and
deteriorated
postural control mechanisms during quiet standing. Our findings
did not
provide convincing evidence for existence of low dimensional
chaos
within normal and abnormal sway dynamics but support the notion
that
postural fluctuations time series are distinguishable from these
generated by a random process. The results indicated that
although
linear variability measures discriminated well between groups,
they did
not provide any information about the structure of postural
fluctuations. Calculated correlation dimension as a complexity
measure
which describes spatio temporal organization of time series may
be
useful in this regard.
Ref: H. Ghomashchi, A. Esteki, J. C.
Sprott,
and A. M. Nasrabadi, International Journal of Bifurcation and
Chaos 20,
1269-1278
(2010)
The complete paper is available
in PDF format.
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