VANET中基于权重的军用车辆通信聚类算法

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Mayank Sharma;Pradeep Kumar;Ranjeet Singh Tomar
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引用次数: 3

摘要

--在车辆自组织网络(VANET)中,每个车辆节点都表示一个移动节点,它充当信息传递的发送器、接收器和路由器。VANET是移动自组织网络(MANET)的一个子组,与动态拓扑结构有关。与MANET拓扑相比,动态网络场景是更具挑战性的问题,因此为所有VANET应用找到合适的算法是研究人员面临的主要挑战。VANET中的路由协议分为六部分,即基于集群、基于地理广播、基于拓扑、基于位置和基于广播。自主机器人和无人军用车辆(UMV)已成为执行危险战场作战和军事作战任务的先进作战战略的一部分。军用车辆(MV)相互传递信息,以共同完成所需的军事任务。在所提出的工作中,使用基于权重的聚类算法将菱形区域划分为多个聚类,以将事件信息传输到车辆。菱形区域的交叉点聚类是非常有效的聚类方法。为了选择簇头,该方法使用了两个加权指标,一个是实时平均速度,另一个是度。这项工作有助于在网络中选择正确的CH。同一集群中的每个车辆都将数据传输到CH,而不是广播数据。在SUMO和NETSIM模拟器中进行了仿真,从数据包传输率、吞吐量、延迟、开销传输、平均值和标准差等方面展示了不同协议(如按需距离矢量(AODV)、动态源路由(DSR))的网络性能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Weight-Based Clustering Algorithm for Military Vehicles Communication in VANET
In vehicular ad-hoc network (VANET), every vehicle node indicates a mobile node and it acts as a transmitter, receiver and router for the delivery of the information. VANET is a subgroup of mobile ad-hoc network (MANET) and is related to the dynamic topology. Dynamic network scenarios are more challenging issues as compared to MANET topologies, so finding a suitable algorithm for all VANET applications is the major challenge for the researchers. Routing protocols in VANET are divided into six parts i.e., cluster-based, geocast-based, topology-based, position-based, and broadcast-based. Autonomous robots and unmanned military vehicles (UMVs) become part of the advanced warfare strategy to execute dangerous war field operations and military combat missions. The military vehicles (MVs) transfer information to each other in order to achieve required military tasks collectively. In the proposed work, rhombus shaped area is divided into multiple clusters using a weight-based clustering algorithm for transmitting the event information to the vehicles. Intersection clustering with rhombus shaped area which are very effective for clustering. To choose cluster head (CH), the proposed method has used two weighted metrics, one is real time average speed and the other parameter is degree. This work is useful for choosing right CH in the network. Each vehicle in the same cluster transmits the data to the CH instead of broadcasting it. The simulation has been done in the SUMO and NETSIM simulator, which shows the network performance for the different protocols like Ad-hoc on-demand distance vector (AODV), dynamic source routing (DSR) in terms of packet delivery ratio, throughput, delay, overhead transmission, mean and standard deviation.
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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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