车载Ad-hoc网络中的聚类算法综述

Kang Tan, J. Kernec, M. Imran, D. Bremner
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引用次数: 1

摘要

智能交通系统(ITS)的应用要求车辆相互连接,并与路边单位共享信息,从而减少死亡人数,改善交通拥堵。车辆自组织网络(VANETs)是为ITS设计的主要网络形式之一,其中信息在车辆节点之间广播。然而,vanet的广播可靠性面临着许多挑战,动态路由是其中的主要问题之一。聚类是一种用于根据特定标准对节点进行分组的技术,已被建议作为解决此问题的方法。本文总结了一些聚类算法问题的核心标准,并进行了性能比较和发展演变路线图,试图理解和区分当前研究的不同方面,并提出未来的研究见解。
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Clustering Algorithm in Vehicular Ad-hoc Networks: A Brief Summary
An Intelligent Transportation System (ITS) application requires vehicles to be connected to each other and to roadside units to share information, thus reducing fatalities and improving traffic congestion. Vehicular Ad hoc Networks (VANETs) is one of the main forms of network designed for ITS in which information is broadcasted amongst vehicular nodes. However, the broadcast reliability in VANETs face a number of challenges - dynamic routing being one of the major issues. Clustering, a technique used to group nodes based on certain criteria, has been suggested as a solution to this problem. This paper gives a summary of the core criteria of some of the clustering algorithms issues along with a performance comparison and a development evolution roadmap, in an attempt to understand and differentiate different aspects of the current research and suggest future research insights.
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