An investigation of stride interval stationarity in a paediatric population.
Fluctuations in the stride interval of human gait have been found to exhibit statistical persistence over hundreds of strides, the extent of which changes with age, pathology, and speed-constrained walking. Thus, recent investigations have focused on quantifying this scaling behavior in order to gain insight into locomotor control. While the ability of a given analysis technique to provide an accurate scaling estimate depends largely on the stationary properties of the given series, direct investigation of stride interval stationarity has been largely overlooked. In the present study we test the stride interval time series obtained from able-bodied children for weak stationarity. Specifically, we analyze signals obtained during three distinct modes of self-paced locomotion: (i) overground walking, (ii) unsupported (hands-free) treadmill walking, and (iii) handrail-supported treadmill walking. Using the reverse arrangements test, we identify non-stationary signals in all three walking conditions and find the major known cause to be due to time-varying first and second moments. We further discuss our findings in terms of locomotor control and the differences between the locomotor modalities investigated. Overall, our results advocate against scaling analysis techniques that assume stationarity.
Fairley
Jillian A
JA
Institute of Biomaterials and Biomedical Engineering, University of Toronto, Toronto, Ontario, Canada.
Sejdić
Ervin
E
Chau
Tom
T
D002648:Child; D005260:Female; D006801:Humans; D008297:Male; D009048:Motor Skills; D009068:Movement; D004856:Postural Balance; D016138:Walking