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Analysis of Virus Spread in Wireless Sensor Networks: An Epidemic Model

机译:无线传感器网络中病毒分析:流行病模型

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We study the potential threat for virus spread in wireless sensor networks (WSNs). Using epidemic theory, we proposed a new model, called Susceptible-Infective-Recovered with Maintenance (SIR-M), to characterize the dynamics of the virus spread process from a single node to the entire network. By introducing a maintenance mechanism in the sleep mode of WSNs, the SIR-M model can improve the network's anti-virus capability and enable the network to adapt flexibly to different types of viruses, without incurring additional computational or signaling overhead. The proposed model can capture both the spatial and temporal dynamics of the virus spread process. We derive explicit analytical solutions for the model and discuss some practical applications of interest. Extensive numerical results are presented to validate our analysis. The proposed model is applicable to the design and analysis of information propagation mechanisms in communication networks.
机译:我们研究无线传感器网络(WSN)中的病毒传播的潜在威胁。使用疫情理论,我们提出了一种新的模型,称为敏感性感染 - 恢复维护(SiR-M),以表征病毒传播过程的动态从单个节点到整个网络。通过在WSN的睡眠模式下引入维护机制,SIR-M模型可以提高网络的防病毒功能,并使网络能够灵活地适应不同类型的病毒,而不会产生额外的计算或信令开销。所提出的模型可以捕获病毒传播过程的空间和时间动态。我们为模型推导出明确的分析解决方案,并讨论了一些利益的实际应用。提出了广泛的数值结果以验证我们的分析。该拟议模型适用于通信网络中信息传播机制的设计和分析。

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