Iscte-Instituto Universitário de Lisboa, Av. das Forças Armadas, 1649-026 Lisboa, Portugal.
Instituto de Telecomunicações, Av. Rovisco Pais, 1, 1049-001 Lisboa, Portugal.
Sensors (Basel). 2020 Apr 12;20(8):2186. doi: 10.3390/s20082186.
Healthcare optimization has become increasingly important in the current era, where numerous challenges are posed by population ageing phenomena and the demand for higher quality of the healthcare services. The implementation of Internet of Things (IoT) in the healthcare ecosystem has been one of the best solutions to address these challenges and therefore to prevent and diagnose possible health impairments in people. The remote monitoring of environmental parameters and how they can cause or mediate any disease, and the monitoring of human daily activities and physiological parameters are among the vast applications of IoT in healthcare, which has brought extensive attention of academia and industry. Assisted and smart tailored environments are possible with the implementation of such technologies that bring personal healthcare to any individual, while living in their preferred environments. In this paper we address several requirements for the development of such environments, namely the deployment of physiological signs monitoring systems, daily activity recognition techniques, as well as indoor air quality monitoring solutions. The machine learning methods that are most used in the literature for activity recognition and body motion analysis are also referred. Furthermore, the importance of physical and cognitive training of the elderly population through the implementation of exergames and immersive environments is also addressed.
在当前时代,医疗保健优化变得越来越重要,人口老龄化现象和对更高质量医疗服务的需求带来了诸多挑战。物联网 (IoT) 在医疗保健生态系统中的实施是应对这些挑战的最佳解决方案之一,因此可以预防和诊断人们可能出现的健康损害。远程监测环境参数以及它们如何导致或介导任何疾病,以及监测人类日常活动和生理参数,都是物联网在医疗保健中的广泛应用之一,引起了学术界和工业界的广泛关注。通过实施这些技术,可以为任何个人提供个性化的医疗保健,同时让他们生活在自己喜欢的环境中,从而实现辅助和智能定制的环境。在本文中,我们讨论了开发此类环境的几个要求,即部署生理信号监测系统、日常活动识别技术以及室内空气质量监测解决方案。还提到了文献中最常用于活动识别和身体运动分析的机器学习方法。此外,还讨论了通过实施健身游戏和沉浸式环境对老年人进行身体和认知训练的重要性。