基于vanet的信息传播统计特性研究

Q3 Engineering
I. Varga, G. Kocsis
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引用次数: 0

摘要

在这项工作中,我们提出了一个鲁棒的车辆自组织网络(VANET)模型,以研究信息在这种拓扑结构上的传播。车辆沿着从起点到目的地的最快路线行驶,这是由真实的城市拓扑图绘制的地图。车辆可以通过使用短程无线通信设备交换信息。信息源是一个路边单元,它为附近的车辆提供信息包。这些代理可以为其他代理携带和转发消息。由于数据的传播,系统的主要部分可以相当迅速地获得信息。给出的结果包括调查信息在系统中的传播,例如平均意识的时间演变,独立车辆拥有的信息的年龄分布以及信息交换事件之间时间间隔的统计性质。研究表明,这个复杂系统的有效性取决于智能设备的密度。通过时间序列分析发现无标度行为。我们的计算机模拟结果可以帮助设计未来的智慧城市应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Statistical Properties of VANET-based Information Spreading
In this work, we present a robust model of vehicular ad hoc networks (VANET) in order to study information spreading on such topologies. Vehicles are moving along the fastest routes between their starting points and their destinations on a map derived from a real urban topology. Vehicles can exchange information through the use of short-range wireless communication devices. The source of information is a roadside unit which provides packets for the nearby vehicles. These agents can carry and forward messages for others. As a result of the data dissemination, the major part of the system becomes informed quite quickly. Presented results include the investigation of information spreading in the system, e.g. the time evolution of the average awareness, the age distribution of information owned by separate vehicles and the statistical properties of time intervals between information exchange events. It has been shown how the effectiveness of this complex system depends on the density of intelligent devices. Scale-free behavior was found by time series analysis. Our computer simulation results can help to design smart-city applications of the future.
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来源期刊
Advances in Systems Science and Applications
Advances in Systems Science and Applications Engineering-Engineering (all)
CiteScore
1.20
自引率
0.00%
发文量
0
期刊介绍: Advances in Systems Science and Applications (ASSA) is an international peer-reviewed open-source online academic journal. Its scope covers all major aspects of systems (and processes) analysis, modeling, simulation, and control, ranging from theoretical and methodological developments to a large variety of application areas. Survey articles and innovative results are also welcome. ASSA is aimed at the audience of scientists, engineers and researchers working in the framework of these problems. ASSA should be a platform on which researchers will be able to communicate and discuss both their specialized issues and interdisciplinary problems of systems analysis and its applications in science and industry, including data science, artificial intelligence, material science, manufacturing, transportation, power and energy, ecology, corporate management, public governance, finance, and many others.
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