IoT-based vital sign monitoring: A literature review

Q2 Health Professions
Alexandre Andrade, Arthur Tassinari Cabral, Bárbara Bellini, Vinicius Facco Rodrigues, Rodrigo da Rosa Righi, Cristiano André da Costa, Jorge Luis Victória Barbosa
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引用次数: 0

Abstract

The Internet of Things (IoT) applied to the health area is in significant growth, with companies putting effort into developing specialized devices. Remote patient healthcare monitoring, in particular, benefits society as it unburdens hospitals and helps patients with chronic diseases. Analyzing the health status with IoT and Artificial Intelligence (AI) is new in the digital community. The literature yet presents a limited number of references explicitly concerning the topic of qualified data acquisition. In this sense, the present literature review aims to update the joint subject of IoT and vital signs, seeking to understand the state-of-the-art and future directions. We have analyzed 78 articles and IoT manufacturer websites that address vital signs collection to answer a group of primary and specific questions. In particular, we revisited architectures, communication protocols, data acquisition mechanisms, evaluation metrics, and how to efficiently transfer data through the lens of sensors, actuators, and healthcare. Currently, two themes are considered as promising directions for studies in the joint area of IoT and vital sign-based healthcare monitoring. The first is the connection promotion between third-party applications and IoT devices to collect and process time-critical data with the support of edge, fog, and cloud infrastructures. The second theme again brings the focus to data compression methodologies since monitoring vital signs in a smart city geographical area naturally requires strategies to optimize network bandwidth consumption and data storage on computational resources. Moreover, both themes are directly linked to energy-saving approaches and quality of service (QoS) for efficient patient healthcare checking.

基于物联网的生命体征监测:文献综述
应用于健康领域的物联网(IoT)正在显著增长,各公司都在努力开发专用设备。尤其是对病人进行远程医疗监控,既减轻了医院的负担,又能帮助慢性病患者,对社会大有裨益。利用物联网和人工智能(AI)分析健康状况是数字社区的一项新技术。文献中明确涉及合格数据采集主题的参考文献数量有限。从这个意义上说,本文献综述旨在更新物联网和生命体征的联合主题,以了解最先进的技术和未来的发展方向。我们分析了 78 篇涉及生命体征采集的文章和物联网制造商网站,以回答一组主要的具体问题。特别是,我们重新审视了架构、通信协议、数据采集机制、评估指标,以及如何从传感器、执行器和医疗保健的角度有效传输数据。目前,有两个主题被认为是物联网和基于生命体征的医疗保健监测联合领域有前景的研究方向。第一个主题是在边缘、雾和云基础设施的支持下,促进第三方应用程序与物联网设备之间的连接,以收集和处理时间关键型数据。第二个主题再次将重点放在数据压缩方法上,因为在智慧城市地理区域内监测生命体征自然需要优化网络带宽消耗和计算资源数据存储的策略。此外,这两个主题都与节能方法和服务质量(QoS)直接相关,以实现高效的患者医疗保健检查。
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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来源期刊
Smart Health
Smart Health Computer Science-Computer Science Applications
CiteScore
6.50
自引率
0.00%
发文量
81
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