对住院病人进行象征性定位,以检测日常生活活动

Ismael Miranda Gordo, Ana Jiménez Martín, David Gualda Gómez, Juan Jesús García Domínguez, S. G. D. Villa
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引用次数: 0

摘要

对老年人来说,保持他们的独立性是至关重要的,为此,有必要防止他们达到虚弱的状态。步行速度是评估和检测虚弱的基本参数之一,对住院患者的步行速度进行监测将对医护人员有很大帮助。这项工作的目标是跟踪老年人的身体参数,并执行一个象征性的定位,以便跟踪行为惯例,作为他们诊断的补充信息。为此,我们建议患者在脚踝上携带一个轻型多感官系统,该系统集成了惯性测量单元(IMU)、气压计和WiFi接收器。在需要监控的房间应部署短距离WiFi发射机。已经开发了不同的算法来识别每天的台阶数量和楼层变化。这些信息和WiFi信号强度的检测,提供了一个非常精确的房间级别的符号位置,正如真实患者的初步结果所示。这是生成自动检测日常生活活动(ADL)的算法的第一步。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Symbolic localization of institutionalized patients for detection of daily living activities
It is essential for elder people to maintain their independence, and for that it is necessary to prevent them from reaching states of frailty. As one of the fundamental parameters in the evaluation and detection of frailty is the walking speed, monitoring this parameter in institutionalized patients would be of great help to the health staff. The goal of this work is to track physical parameters of older adults and to perform a symbolic location that allows to follow up behavioural routines as complementary information for their diagnosis. For this purpose, it is proposed that the patient carries a light multi-sensory system on his/her ankle that integrates an inertial measurement unit (IMU), a barometer and a WiFi receiver. Short range WiFi transmitters should be deployed in the rooms where monitoring is desired. Different algorithms have been developed to daily identify the number of steps and floor changes. This information and the detection of the WiFi signal strength, provide a very precise symbolic location at room level, as the preliminary results with real patients show. This is the first step to generate algorithms for automatically detecting daily living activities (ADL).
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