http://www.jneuroengrehab.com/content/11/1/131/abstract
Journal of NeuroEngineering and Rehabilitation 2014, 11:131
doi:10.1186/1743-0003-11-131
Published: 3 September 2014
Published: 3 September 2014
Abstract (provisional)
Background
Quantifying gait stability is a topic of high relevance and a number of possible measures
have been proposed. The problem in validating these methods is the necessity to identify
a-priori unstable individuals. Since proposed methods do not make any assumption on
the characteristics of the subjects, the aim of the present study was to test the
performance of gait stability measures on individuals whose gait is a-priori assumed
unstable: toddlers at the onset of independent walking.
Methods
Ten toddlers, ten adults and ten elderly subjects were included in the study. Data
from toddlers were acquired longitudinally over a 6-month period to test if the methods
detected the increase in gait stability with experience, and if they could differentiate
between toddlers and young adults. Data from elderly subjects were expected to indicate
a stability value in between the other two groups. Accelerations and angular velocities
of the trunk and of the leg were measured using two tri-axial inertial sensors. The
following methods for quantifying gait stability were applied: stride time variability,
Poincare plots, harmonic ratio, short term Lyapunov exponents, maximum Floquet multipliers,
recurrence quantification analysis and multiscale entropy. An unpaired t-test (level
of significance of 5%) was performed on the toddlers and the young adults groups for
each method and, for toddlers, for each evaluated stage of gait development.
Results
Methods for discerning between the toddler and the adult groups were: stride time
variability, Poincare plots, harmonic ratio, short term Lyapunov exponents (state
space composed by the three linear acceleration of the trunk), recurrence quantification
analysis and multiscale entropy (when applied on the vertical or on the antero-posterior
L5 accelerations).
Conclusions
Results suggested that harmonic ratio and recurrence quantification analysis (What's this?) better
discern gait stability in the analyzed subjects, differentiating not only between
unstable toddlers and stable healthy adults but also evidencing the expected trend
of the toddlers towards a higher stability with walking experience, and indicating
elderly subjects as stable as or less stable than young adults.
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