A Method of Mobile Core Network Load Reduction Using Autonomous Clustering-Based Two-Layered Structure for Information Dissemination in Wireless Networks

Toshikazu Terami, T. Ohta, Y. Kakuda
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引用次数: 3

Abstract

Most of mobile nodes and wireless devices are equipped with 4G/LTE cellular connections and WiFi short range connections. Along with the growth of the Internet of Things (IoT) and M2M communication, in case that these nodes/devices use cellular connections simultaneously to access to the mobile core network, there is the possibility that many of them cannot establish the cellular connections due to the limited wireless resources of the cellular base stations. In this paper, at first, we introduce an autonomous clustering-based two-layered structure in wireless networks. Each node communicates with the other nodes within the transmission range by using WiFi short range connections as ad hoc connections and configures a Mobile Ad hoc NETwork (MANET) without depending the mobile core network as the MANET layer. In the MANET layer, all nodes are divided into multiple groups (clusters) and one cluster head node is selected in each cluster by autonomous clustering. Only cluster head nodes can establish the cellular connections as super peers, and also these super peer nodes configure the P2P network as the P2P layer. Next, we propose a mobile core network load reduction method based on the two-layered structure for information dissemination, and then evaluate the proposed method and the effect of the two-layered structure from the viewpoint of information dissemination. In the proposed method each node can use a cellular connection and an ad hoc connection according to the network condition and node density. Finally, we can confirm that the proposed method reduces the mobile core network load as well as provides the reliable information dissemination from a node to the other nodes through simulation experiments.
一种基于自主聚类的无线网络信息传播双层结构移动核心网减载方法
大多数移动节点和无线设备都配备了4G/LTE蜂窝连接和WiFi短距离连接。随着物联网(IoT)和M2M通信的发展,如果这些节点/设备同时使用蜂窝连接接入移动核心网,由于蜂窝基站的无线资源有限,许多节点/设备可能无法建立蜂窝连接。本文首先介绍了一种基于自治聚类的无线网络二层结构。每个节点与传输范围内的其他节点通信,采用WiFi短距离连接作为自组网连接,配置一个移动自组网(MANET),而不依赖于移动核心网作为MANET层。在MANET层,所有节点被划分为多个组(簇),并通过自治聚类在每个簇中选择一个簇头节点。只有簇头节点才能作为超级对等体建立蜂窝连接,并且这些超级对等体节点将P2P网络配置为P2P层。其次,提出了一种基于信息传播双层结构的移动核心网减载方法,并从信息传播的角度对所提出的方法和双层结构的减载效果进行了评价。在所提出的方法中,每个节点可以根据网络状况和节点密度使用蜂窝连接和自组织连接。最后,通过仿真实验,我们可以证实该方法降低了移动核心网的负载,并提供了从一个节点到其他节点的可靠信息传播。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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