An Enhanced Quality of Context Evaluating Approach in the e-Health Sensor Platform

Débora Cabral Nazário, Adroaldo de Andrade, Lucas Borges, Willian Romeu Ramos, J. Todesco, M. Dantas
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引用次数: 12

Abstract

This paper presents an enhanced approach to the evaluation of Quality of Context (QoC) parameters in a ubiquitous Ambient Assisted Living (AAL) e-Health platform, supporting the care of people with special needs (elderly or with health problems) thus improving their quality of life. At the outset, the study presents a literature review of QoC. Then it introduces the proposed context management architecture. The proposal is initially verified with the Siafu simulator in an AAL scenario where the user's health is monitored with information about blood pressure, heart rate and body temperature. The research proceeded with the use of the e-Health Sensor Platform, a differentiated real environment. The experiment used the sensors: pulse and oxygen in blood, body temperature, blood pressure, patient's position and falls. Considering some parameters, the proposed QoC evaluation allowed verifying the extent to which the context information is up-to-date, valid, accurate, complete and significant. Just as in the simulation, and with the QoC evaluation, the completed real experiment confirmed instances of insufficient QoC and its possible causes, in addition to alerts to potential health problems. This proposal means a big social impact and a technological innovation applied to AAL, at the disposal and support of a significant number of individuals such as elderly or sick people, and with a more precise technology.
电子卫生传感器平台中增强的环境质量评估方法
本文提出了一种在无处不在的环境辅助生活(AAL)电子健康平台中评估环境质量(QoC)参数的增强方法,支持对有特殊需要的人(老年人或有健康问题的人)的护理,从而提高他们的生活质量。首先,本研究对质量关系进行了文献综述。然后介绍了本文提出的上下文管理体系结构。该建议最初通过Siafu模拟器在AAL场景中进行验证,该场景通过血压、心率和体温等信息监测用户的健康状况。研究使用了电子健康传感器平台,这是一个差异化的真实环境。实验使用的传感器包括:脉搏和血液中的氧气、体温、血压、病人的体位和跌倒。考虑到一些参数,建议的QoC评估允许验证上下文信息是最新的、有效的、准确的、完整的和重要的程度。正如在模拟中一样,通过QoC评估,完成的真实实验确认了QoC不足的实例及其可能的原因,以及对潜在健康问题的警报。这一提议意味着一个巨大的社会影响和技术创新应用于AAL,在处理和支持大量的个人,如老人或病人,和更精确的技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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