Recurrence Quantification Analysis of Human Postural Fluctuations in Older Fallers and Non-fallers

被引:62
作者
Ramdani, Sofiane [1 ]
Tallon, Guillaume [1 ,2 ]
Bernard, Pierre Louis [1 ]
Blain, Hubert [1 ,2 ]
机构
[1] Univ Montpellier I, Movement Hlth Lab, EuroMov, F-34090 Montpellier, France
[2] Univ Hosp Montpellier, Dept Geriatr, Montpellier, France
关键词
Postural sway; Aging; Falls; Recurrence quantification analysis; PHYSIOLOGICAL COMPLEXITY; STOCHASTIC-ANALYSIS; NONLINEAR DYNAMICS; CHAOS THEORY; BALANCE; PREDICTORS; PLOTS; RISK; AGE; VARIABILITY;
D O I
10.1007/s10439-013-0790-x
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
We investigate postural sway data dynamics in older adult fallers and non-fallers. Center of pressure (COP) signals were recorded during quiet standing in 28 older adults. The subjects were divided in two groups: with and without history of falls. COP time series were analyzed using recurrence quantification analysis (RQA) in both anteroposterior and mediolateral (ML) directions. Classical stabilometric variables (path length and range) were also computed. The results showed that RQA outputs quantifying predictability of COP fluctuations and Shannon entropy of recurrence plot diagonal line length distribution, were significantly higher in fallers, only for ML direction. In addition, the range of ML COP signals was also significantly higher in fallers. This result is in accordance with some findings of the literature and could be interpreted as an increased hip strategy in fallers. The RQA results seem coherent with the theory of loss of complexity with aging and disease. Our results suggest that RQA is a promising approach for the investigation of COP fluctuations in a frail population.
引用
收藏
页码:1713 / 1725
页数:13
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