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Nodes Availability Analysis of Heterogeneous Wireless Sensor Networks Based on NB-IoT Under Malware Infection

机译:恶意软件感染下基于NB-IoT的异构无线传感器网络节点可用性分析

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The Narrowband Internet of Things (NB-IoT) is a main stream technology based on mobile communication system. The combination of NB-IoT and WSNs can active the application of WSNs. In order to evaluate the influence of node heterogeneity on malware propagation in NB-IoT based Heterogeneous Wireless Sensor Networks, we propose a node heterogeneity model based on node distribution and vulnerability differences, which can be used to analyze the availability of nodes. We then establish the node state transition model by epidemic theory and Markov chain. Further, we obtain the dynamic equations of the transition between nodes and the calculation formula of node availability. The simulation result is that when the degree of node is small and the node vulnerability function is a power function, the node availability is the highest; when the degree of node is large and the node vulnerability function satisfies the exponential function and the power function, the node availability is high. Therefore, when constructing a NBIOT-HWSNs network, node protection is implemented according to the degree of node, so that when the node vulnerability function satisfies the power function, all nodes can maintain high availability, thus making the entire network more stable.
机译:窄带物联网(NB-IoT)是一种基于移动通信系统的主流技术。 NB-IoT和WSN的结合可以激活WSN的应用。为了评估节点异质性对基于NB-IoT的异构无线传感器网络中恶意软件传播的影响,我们提出了一种基于节点分布和脆弱性差异的节点异质性模型,可用于分析节点的可用性。然后通过流行病学理论和马尔可夫链建立了节点状态转移模型。此外,我们获得了节点之间过渡的动力学方程式和节点可用性的计算公式。仿真结果表明,当节点度数较小且节点脆弱性函数为幂函数时,节点可用性最高;当节点弱度函数为幂函数时,节点可用性最高。当节点的度数较大且节点脆弱性函数满足指数函数和幂函数时,节点可用性较高。因此,在构建NBIOT-HWSNs网络时,根据节点的程度来实现节点保护,从而当节点脆弱性功能满足幂函数时,所有节点都可以保持高可用性,从而使整个网络更加稳定。

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