An hybrid cluster-based data centric routing protocol assisted by mobile sink for IoT system

Omnia Mezghani, Mahmoud Mezghani
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引用次数: 1

Abstract

Nowadays, using mobile computing devices and the Internet of Things (IoT) in networks have posed several challenges to match up the forthcoming technological requirements. Wireless Sensors Network (WSN) is considered as an important component of the IoT which produces a massive amount of data (big data). However, dealing with limited capacities of the elementary components of a network in an IoT enabled WSN, is a key challenge. The existing approaches in the literature are inadequate for large networks and cannot be applied to IoT platform without adaptation. Data Centric Network (DCN) is an important notion for the future Internet architecture to resolve the problems related to big data manipulation. In fact, using a DCN strategy for the resource limited capacities WSN enabled IoT networks is beneficial to manage densely deployed and mobile components to enhance the data gathering mechanism. In this context, this paper proposes an IoT cluster based routing protocol for data centric mobile wireless sensors networks named ICMWSN. The proposed algorithm fits with a WSN belonging a large number of mobile sensors as well as a mobile sink. It is based on a clustering technique to form multi-hops clusters around fixed pre-elected CHs. Besides, an effective tour construction method is involved for the mobile sink to collect data from the eventual cluster heads. The extensive simulation results proved that ICMWSN outperformed the compared methods in terms of energy consumption, network lifetime and data delivery rate.
一种基于混合集群的移动sink辅助物联网系统数据中心路由协议
如今,在网络中使用移动计算设备和物联网(IoT)已经提出了几个挑战,以匹配即将到来的技术要求。无线传感器网络(WSN)被认为是产生大量数据(大数据)的物联网的重要组成部分。然而,在支持物联网的WSN中,处理网络基本组件的有限容量是一个关键挑战。文献中现有的方法对于大型网络来说是不够的,不经过适应就不能应用于物联网平台。数据中心网络(Data Centric Network, DCN)是解决大数据操作相关问题的未来互联网架构的重要概念。事实上,在资源有限的无线传感器网络支持的物联网网络中使用DCN策略有利于管理密集部署和移动组件,从而增强数据收集机制。在此背景下,本文提出了一种基于物联网集群的以数据为中心的移动无线传感器网络路由协议ICMWSN。该算法适用于包含大量移动传感器的无线传感器网络和移动接收器。它基于一种聚类技术,在固定的预选CHs周围形成多跳簇。此外,还提出了一种有效的行程构建方法,使移动sink能够从最终簇头处收集数据。大量的仿真结果证明,ICMWSN在能耗、网络寿命和数据传输速率等方面都优于对比方法。
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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CiteScore
3.30
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