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Efficient Monitoring and Contact Tracing for COVID-19: A Smart IoT-Based Framework

机译:Covid-19的高效监控和联系跟踪:基于智能物联网的框架

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摘要

The sudden outbreak of the coronavirus disease (also known as COVID-19 or colloquially just as coronavirus) has disrupted our lives in numerous ways. As the virus is spreading by leaps and bounds, the healthcare systems of even the most advanced countries have reached their capacity. This is primarily because a large fraction of people infected with COVID-19 are either asymptomatic or exhibit mild symptoms. This creates a large number of reasonably healthy disease carriers, which makes it easier for the virus to reach the more vulnerable population. Because of this, contact tracing and infection tracking are indispensable for containing the spread of this pandemic. Fortunately, this coincides with the emergence of the Internet of Things (IoT), which is already being considered for healthcare applications but is a match made in heaven for contact/infection tracing because of its ubiquity. Inspired by this, we introduce a new IoT-based framework for contact and infection tracing, which specifically incorporates symptom-based detection that has been ignored in the prior art on tracing models. The ability of this framework to meaningfully merge real-time symptom information (from IoT devices) and confirmed COVID-19 cases (from medical tests) provides a fast and efficient way of tracking the disease spread, which is eventually useful for the effective utilization of the scarce resources (e.g., COVID-19 test kits). Simulation results corroborate the efficiency of our infection tracing method.
机译:冠状病毒疾病的突然爆发(也称为Covid-19或肠道般的冠心病)在多种方面扰乱了我们的生活。随着病毒的跨越和界限蔓延,即使是最先进国家的医疗保健系统也达到了能力。这主要是因为大部分被Covid-19感染的人是无症状或表现出轻度症状。这产生了大量合理健康的疾病载体,这使得病毒更容易达到更脆弱的人群。因此,接触跟踪和感染跟踪对于含有这种大流行的传播是必不可少的。幸运的是,这与东西的互联网(物联网)的出现恰逢其被认为是医疗保健应用,而是由于其难以致力于,是在天堂的比赛中制造的。受此启发,我们介绍了一种新的基于物联网的接触和感染追踪框架,该框架是在现有技术的追踪模型中忽略了基于症状的检测。该框架与有意义的实时症状信息(来自物联网设备)和确认的Covid-19案例(来自医学测试)的能力提供了一种快速有效地跟踪疾病传播,最终有效利用稀缺资源(例如,Covid-19测试套件)。仿真结果证实了我们感染追踪方法的效率。

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