基于物联网医疗框架的信号分析与异常检测

Menaa Nawaz, Jameel Ahmed, Ghulam Abbas, Mujeeb ur Rehman
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引用次数: 4

摘要

在过去的几年里,在多个设备连接和相互通信的同时进行信息交易的想法引起了极大的关注。为了处理如此大量的信息,数据连接和数据分析技术对于在各种领域做出决策至关重要。将物联网(IoT)解决方案应用于医疗保健系统是研究人员感兴趣的新兴领域之一。物联网技术的使用通过实时监控和管理医疗保健和患者信息,为患者和医生带来了便利。企业正在相互竞争,创建基于物联网的设备,这些设备具有特定的云接口,但分析数据的能力最低。在本研究中,提出了一种使用生物医学传感器的基于物联网的医疗系统的实现。本文还旨在利用信号分析技术对生物医学传感器获取的云数据进行异常检测分析。
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Signal Analysis and Anomaly Detection of IoT-Based Healthcare Framework
In the past few years, the idea of trading information while multiple devices are connected and communicating with each other, has grabbed huge attention. For processing this large amount of information, data connectivity and data analytics techniques have become essential for making decisions in variety of areas. Applying Internet of Things (IoT) solutions in healthcare systems is one of the rising areas that researchers are interested in. The usage of IoT technology has brought convenience for patients and physicians by real-time monitoring and managing healthcare and patient information. Corporations are in competition with each other to create IoT based devices with specific cloud interface but with least capability to analyse the data. In this research, an implementation of IoT based healthcare system using bio-medical sensors has been presented. This paper also aims to provide the analysis of cloud data acquired through biomedical sensors using signal analysis techniques for anomaly detection.
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