利用实时三维加速度数据的无线时空人体移动性分析

A. Kalpaxis
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引用次数: 9

摘要

据估计,到2010年,65岁以上的人口将达到3900万。到2030年,这一数字预计将超过7000万85岁及以上的人,使他们成为增长最快的老年人群体。他们的增长率是所有65岁及以上年龄组人口增长率总和的三倍。跌倒和行动不便在老年人中非常常见,并可能造成严重后果。在老年人中,由于与年龄相关的正常变化,如视力、步态、力量、疾病进展和药物的变化,可能会发生跌倒和行动问题。我们介绍了无线微控制器硬件和软件,利用微机电系统(MEMS)传感器与基于服务器的启发式分析系统进行通信。实时启发式分析系统执行相关分析,其将允许测量和检测与例如特定疾病进展和/或药物剂量和计划变化相关的移动性相关事件。如果在选定的时间段内检测到过度的不活动,则启发式分析系统将向响应中心发送通知。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Wireless Temporal-Spatial Human Mobility Analysis Using Real-Time Three Dimensional Acceleration Data
It is estimated that by the year 2010, the number of people over 65 years of age will reach 39 million. By 2030, that number is expected to over 70 million individuals in the 85 and older age group making them the fastest growing group of older individuals. Their growth rate is three times more than all of the 65 and older age groups put together. Falls and mobility issues are very common among older individuals and can have severe consequences. In older individuals, falls and mobility issues can occur as a result of normal age related changes such as changes in vision, gait, strength, disease progression, and medication. We introduce wireless microcontroller hardware and software that leverages micro electro mechanical system (MEMS) transducers which communicate with a server-based heuristics analytics system. The real-time heuristics analytics system performs correlation analysis which will allow for measuring and detecting of mobility related events correlated with, for example, specific disease progression and/or changes in medication dosing and scheduling. If there is excessive inactivity detected within a selected time period, notification will be sent by the heuristics analytics system to a response center.
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