Autonomic Nervous System Assessment During Physical Rehabilitation Serious Game

M. Rodrigues, O. Postolache, F. Cercas
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引用次数: 1

Abstract

This study is aimed to analyze the correlations between heart rate variability (HRV) and a virtual reality (VR) serious game for physical rehabilitation. The possibility to use serious exergames as tools of ambient assisted living to promote physical activities during the COVID-19 pandemic lock-down period is considered appropriate to enhance patients’ engagement in physical rehabilitation exercises performed at home. The analyzed data in this study provides HRV information collected from a small group of healthy volunteers that participated in two gameplay sessions of the VR serious exergame. Two levels of difficulty were considered. HRV parameters were calculated from the analysis of electrocardiograms (ECG) for an imposed protocol characterized by three different periods (rest, play and rest) The HRV analysis was based on time-domain and frequency-domain methods and the experimental results showed significant changes associated with different game sessions. Higher values of HF components and RMSSD were obtained for a less physical demanding gameplay session, whereas the predominance of LF components was observed for the game session with high level of difficulty. These findings suggested that this serious game had an important impact on both physical and cognitive stimulation, and therefore its implementation in home-based assisted environments can help increase weekly performance of physical activity, enhance balance and limbs mobility, help to reduce anxiety levels, and maintain high levels of HRV.
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自主神经系统评估在物理康复严重游戏
本研究旨在分析心率变异性(HRV)与虚拟现实(VR)物理康复严肃游戏的相关性。在COVID-19大流行封锁期间,将严肃运动游戏作为环境辅助生活工具来促进身体活动的可能性被认为是适当的,以提高患者参与在家进行的身体康复锻炼。本研究分析的数据提供了从一小群健康志愿者中收集的HRV信息,这些志愿者参加了两个VR严肃游戏的游戏环节。我们考虑了两个难度等级。HRV参数通过对三个不同时段(休息、游戏和休息)的心电图分析计算,HRV分析基于时域和频域方法,实验结果显示不同游戏时段的HRV参数有显著变化。在体力要求较低的游戏过程中,高频成分和RMSSD的值较高,而在高难度的游戏过程中,观察到低频成分的优势。这些研究结果表明,这种严肃的游戏对身体和认知刺激都有重要影响,因此在家庭辅助环境中实施它可以帮助增加每周的身体活动表现,增强平衡和四肢活动能力,帮助减少焦虑水平,并保持高水平的HRV。
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