An Integrated Mobile Wireless System for Capturing Physiological Data Streams during a Cognitive-motor Task: Applications for Aging

G. Pradhan, N. Engineer, M. Nadin, B. Prabhakaran
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引用次数: 5

Abstract

Cognitive, motor and perceptual processes diminish with age and thus limit adaptive capabilities of older individuals. Our hypothesis is that with aging there is decreased expression of these proactive adaptive capabilities. These experiments were designed to test this hypothesis by implementing an integrated approach to quantifying physiological characteristics in older individuals. We are working towards building an integrated wireless motion capture and physiological data monitoring system to quantify and data mine various physiologic and motoric streams in a controlled experimental environment. In this paper, synchronized motion capture and EMG data was obtained in young and old subjects performing a cognitive-motor task. We show that some, but not all baseline measures were significantly different in older compared to young subjects. Quantification of these baseline measures will allow us to develop new experimental paradigms that compensate for age-related decline in motor control, sensation, and cognition through brain- plasticity targeted training in rich learning environments.
在认知运动任务中捕获生理数据流的集成移动无线系统:在衰老中的应用
认知、运动和知觉过程随着年龄的增长而减少,从而限制了老年人的适应能力。我们的假设是,随着年龄的增长,这些主动适应能力的表达会减少。这些实验旨在通过实施一种综合方法来量化老年人的生理特征,从而验证这一假设。我们正在努力建立一个集成的无线运动捕捉和生理数据监测系统,在一个可控的实验环境中量化和数据挖掘各种生理和运动流。在本文中,同步运动捕捉和肌电图数据获得了年轻和老年受试者执行认知运动任务。我们表明,与年轻受试者相比,老年人的一些(但不是全部)基线测量值有显著差异。这些基线测量的量化将使我们能够开发新的实验范式,通过在丰富的学习环境中进行大脑可塑性目标训练来补偿与年龄相关的运动控制、感觉和认知能力下降。
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