Development Of A Novel Platform ForQuantifying Age-related Sensori-motorDegradation To Control Age-related Falls

G. Shan, X. Zhang
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Abstract

As the population ages, falls are becoming a major health problem, not only for those with some degree of balance/mobility impairment, but also among healthy active seniors. Previous studies suggest that the degradation of human sensorimotor function related to age contributes to falls. The aim of this research was to develop a practical solution for quantifying the age-related sensori-motor degradation. Therefore, a new testing apparatus, the Dynamic Balance Testing Platform (DBTP), was developed for quantifying sensori-motor decline using Artificial Neural Network (ANN) modeling. The DBTP consists of two layers – an immobile base and a mobile perturbation layer. The perturbation layer is balanced on a single center pivot; each of the four corners is supported by an air cylinder, with vertically downwards by a maximum of 2.5 cm. The platform was designed to reflect the natural oscillations in a subject’s center of gravity (COG). Shifts in COG positions altered the load on each of the four supporting air cylinders, leading to measurable vertical displacements. The DBTP captures the subject’s ability to balance dynamically on a single point of support. An ANN model, trained by 60 subjects’ data (age: 18–65+), was developed for the DBTP. Seniors with and without Tai-Chi training were used to contrast any influence from Tai-Chi on the sensori-motor aging. The result demonstrated that Tai-Chi slowed down the effects of sensori-motor aging. This study validated that DBTP is a feasible tool in aging exercise studies.
一种新型平台的开发,用于量化与年龄相关的感觉运动退化,以控制与年龄相关的跌倒
随着人口老龄化,跌倒正在成为一个主要的健康问题,不仅对那些有一定程度的平衡/行动障碍的人,而且对健康活跃的老年人也是如此。先前的研究表明,人类感觉运动功能的退化与年龄有关,有助于跌倒。本研究的目的是开发一种量化与年龄相关的感觉-运动退化的实用解决方案。因此,我们开发了一种新的测试设备——动态平衡测试平台(DBTP),用于使用人工神经网络(ANN)建模来量化感觉-运动衰退。DBTP由两层组成——一个固定的基层和一个移动的扰动层。微扰层在单中心枢轴上平衡;四个角的每一个都由一个气缸支撑,垂直向下最大2.5厘米。该平台旨在反映受试者重心(COG)的自然振荡。COG位置的变化改变了四个支撑气缸上的负载,导致可测量的垂直位移。DBTP捕获主体在单个支持点上动态平衡的能力。通过60名受试者(年龄18-65岁以上)的数据训练,建立了一个神经网络模型。采用有太极拳训练和没有太极拳训练的老年人对比太极拳对感觉运动老化的影响。结果表明,太极拳减缓了感觉运动老化的影响。本研究验证了DBTP在衰老运动研究中是一种可行的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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