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Sensors-Based Wearable Systems for Monitoring of Human Movement and Falls

机译:基于传感器的可穿戴系统,用于监测人体运动和跌倒

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摘要

The rapid aging of the world's population, along with an increase in the prevalence of chronic illnesses and obesity, requires adaption and modification of current healthcare models. One such approach involves telehealth applications, many of which are based on sensor technologies for unobtrusive monitoring. Recent technological advances, in particular, involving microelectromechnical systems, have resulted in miniaturized wearable devices that can be used for a range of applications. One of the leading areas for utilization of body-fixed sensors is the monitoring of human movement. An overview of common ambulatory sensors is presented, followed by a summary of the developments in this field, with an emphasis on the clinical applications of falls detection, falls risk assessment, and energy expenditure. The importance of these applications is considerable in light of the global demographic trends and the resultant rise in the occurrence of injurious falls and the decrease of physical activity. The potential of using such monitors in an unsupervised manner for community-dwelling individuals is immense, but entails an array of challenges with regards to design c onsiderations, implementation protocols, and signal analysis processes. Some limitations of the research to date and suggestions for future research are also discussed.
机译:世界人口的快速老龄化以及慢性病和肥胖症的患病率上升,需要对当前的医疗模式进行调整和修改。一种这样的方法涉及远程医疗应用程序,其中许多应用程序基于用于无干扰监视的传感器技术。尤其是涉及微机电系统的最新技术进步已导致可用于各种应用的小型可穿戴设备。利用人体固定传感器的主要领域之一是对人体运动的监控。介绍了常见的动态传感器,然后总结了该领域的发展,重点是跌倒检测,跌倒风险评估和能量消耗的临床应用。鉴于全球人口趋势以及造成伤害下降和体育活动减少的结果,这些应用的重要性非常重要。对于社区居民而言,以无人监督的方式使用此类监视器的潜力是巨大的,但在设计方面,实现协议和信号分析过程方面存在一系列挑战。还讨论了迄今为止研究的一些局限性以及对未来研究的建议。

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