VANET流量环境下IEEE802.16e数据调度性能评价

Khadija Raissi, M. Mejri, B. Gouissem
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引用次数: 0

摘要

VANET (Vehicular Ad hoc Network)作为提高交通安全性和舒适性的一种手段,已成为智慧城市时代一个令人兴奋的研究方向。然而,vanet具有移动性非常高、拓扑变化快、网络频繁断开、网络密度多变等特点。汇聚的VANET流量将从路边单元转移到基站,基站使用智能城市解决方案中的WiMax(全球微波接入互操作性)等远程支持,负责将流量路由到数据中心。由于VANET具有特殊的网络行为和严格的流量面相,本工作旨在确定最合适的WiMax调度器来支持VANET的流量特征。为此,我们在这项工作中使用VANET流量模型作为NS3仿真场景的输入。本文主要在WiMax的基站级对三种基本调度算法(简单调度算法、简单优先级调度算法、基于实时轮询服务调度算法和基于迁移的上行调度算法)进行了评估。我们分析了它们在VANET流量环境下的性能,以便在吞吐量、延迟和可靠性方面找到最合适的调度器。结果表明,当节点数小于等于20时,基于简单优先级的先到先服务调度程序(simple scheduler)和基于实时轮询服务调度程序(scheduler RTPS)优于基于迁移的上行调度程序(scheduler MBQOS)。另一方面,调度器MBQOS对于更高的网络密度更有效,并且在可靠性和延迟方面更有利于实时流量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance Evaluation of Data Scheduling in IEEE802.16e in VANET Traffic Context
VANET (Vehicular Ad hoc Network) have become an exciting research going in the era of smart cities as a means for increasing traffic safety and comfort. Nevertheless, VANETs possess some particular characteristics such as very high mobility, encountering rapid changes of topology, frequent disconnected network and variable network density. Gathered VANET traffic will be transferred from road side unit to base station which is responsible of routing traffic to the data centre using long-range support like WiMax( Worldwide Interoperability for Microwave Access) in smart city solutions. As VANET have a special network behaviours and stringent traffic physiognomy, this work aims to determinate the most suitable WiMax scheduler to support VANET traffic characteristics. For this purpose, we used in this work a VANET traffic model as input to our NS3 simulation scenarios. In this paper, we evaluate three basic scheduling algorithms (simple scheduler, simple priority, based real time polling service scheduler and migration based uplink scheduler), mainly at the base station level in WiMax. We analyse their performance in the case of VANET traffic context in order to find the best suitable scheduler in terms of throughput, latency, and reliability. Results demonstrate that the simple priority based first come first served scheduler(simple scheduler) and a based real time polling service scheduler (scheduler RTPS) outperform the migration based uplink scheduler (scheduler MBQOS) when the number of nodes less than or equal to 20. On the other hand, the scheduler MBQOS is more effective for higher network density and favors the real-time traffic in terms of reliability and delay.
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