移动人际自组织网络:从通信工程的角度研究人际间空气传播病原体

IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Nano Communication Networks Pub Date : 2022-06-01 DOI:10.1016/j.nancom.2022.100410
Fatih Gulec , Baris Atakan , Falko Dressler
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引用次数: 2

摘要

为了理解COVID-19等空气传播传染病,不同学科的研究人员在不同的尺度上提出了许多相互独立的空气传播病原体传播模型。我们提出了一种融合不同学科的通信工程方法,如流行病学、生物学、医学和流体动力学。目的是利用通信工程提出一个统一的框架,并突出未来通过空气传播传染病传播建模的研究方向。我们引入了移动人类自组织网络(MoHANETs)的概念,它利用了机载传输驱动的人类群体与移动自组织网络的相似性,并使用分子通信作为使能范例。在MoHANET架构中,采用分层结构,其中传染性人类释放携带病原体的飞沫和暴露于这些飞沫的人类分别被认为是发射器和接收器。我们使用COVID-19的经验数据验证了我们的概念验证结果,清楚地证明了我们的MoHANET架构能够通过考虑携带病原体的飞沫的传播、它们的接受和人类的流动性来预测传染病的动态。
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Mobile human ad hoc networks: A communication engineering viewpoint on interhuman airborne pathogen transmission

A number of transmission models for airborne pathogens transmission, as required to understand airborne infectious diseases such as COVID-19, have been proposed independently from each other, at different scales, and by researchers from various disciplines. We propose a communication engineering approach that blends different disciplines such as epidemiology, biology, medicine, and fluid dynamics. The aim is to present a unified framework using communication engineering, and to highlight future research directions for modeling the spread of infectious diseases through airborne transmission. We introduce the concept of mobile human ad hoc networks (MoHANETs), which exploits the similarity of airborne transmission-driven human groups with mobile ad hoc networks and uses molecular communication as the enabling paradigm. In the MoHANET architecture, a layered structure is employed where the infectious human emitting pathogen-laden droplets and the exposed human to these droplets are considered as the transmitter and receiver, respectively. Our proof-of-concept results, which we validated using empirical COVID-19 data, clearly demonstrate the ability of our MoHANET architecture to predict the dynamics of infectious diseases by considering the propagation of pathogen-laden droplets, their reception and mobility of humans.

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来源期刊
Nano Communication Networks
Nano Communication Networks Mathematics-Applied Mathematics
CiteScore
6.00
自引率
6.90%
发文量
14
期刊介绍: The Nano Communication Networks Journal is an international, archival and multi-disciplinary journal providing a publication vehicle for complete coverage of all topics of interest to those involved in all aspects of nanoscale communication and networking. Theoretical research contributions presenting new techniques, concepts or analyses; applied contributions reporting on experiences and experiments; and tutorial and survey manuscripts are published. Nano Communication Networks is a part of the COMNET (Computer Networks) family of journals within Elsevier. The family of journals covers all aspects of networking except nanonetworking, which is the scope of this journal.
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