智慧城市VANET交通的LTE调度算法

Khadija Raissi, B. Gouissem
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引用次数: 2

摘要

智能城市等新概念在过去几年中被引入,其中智能交通系统(ITS)在提供道路安全和管理车辆自组织网络(VANETs)交通方面发挥着关键作用。然而,vanet具有节点高移动性、间歇性连接、可变网络密度和异构性等显著限制。然而,不同类型的流量、不同的服务质量要求、交换移动数据的需要、多业务和数据多样性,主要导致了这种特定和严格类型的网络中的负载和时间限制。这种网络的主要特点是不断变化的拓扑结构带来了补充约束,使实现QoS约束成为一项非常具有挑战性的任务。在VANET网络中,车辆产生的交通将通过在城市地区使用长期演进(LTE)将数据中心从道路侧单元传输到基站。尽管LTE具有更大的系统容量和更高的传输速度,但所实现的调度算法会影响网络性能。在此背景下,我们研究了LTE调度算法的效率,如比例公平、轮询、优先集调度、最大吞吐量调度、吞吐量平均调度和盲等吞吐量,主要在道路侧单元使用网络模拟器3(NS3)来确定最适合VANET流量的调度程序。结果表明,轮循算法在吞吐量、延迟、丢包率和公平性方面对容量VANET流量更有效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
LTE Scheduler Algorithms for VANET Traffic in Smart City
A new concept such as smart city was introduced in the last years where the Intelligent Transportation system (ITS ) plays a critical role to provide road safety and manage Vehicular Ad Hoc Networks (VANETs) traffic. Nevertheless, VANETs have significant constraints like nodes high mobility, intermittent connectivity, variable network density and heterogeneity. However, the different types of traffic, the different Quality of Service requirements, the need to exchange mobile data, multi-services and data diversity leads mainly to load and time constraints in this specific and stringent type of networks. The main characteristic of this kind of networks is the very changing topology that poses supplementary constraints and makes achieving QoS constraints a very challenging task. In VANET network the vehicle generated traffic will be transferred to the data center from road side unit to the base station by using Long Term Evolution (LTE) in an urban area. Despite LTE has a larger system capacity and it provides a higher transmission speed, the network performance is affected by the implemented scheduling algorithm. In this context, we study the efficiency of LTE scheduler algorithms such as Proportional Fairness, Round Robin, Priority Set Scheduler, Maximum Throughput Scheduler and Throughput to Average Scheduler and Blind Equal Throughput mainly at the road side unit using Network Simulator 3(NS3) to determinate the most suitable scheduler for VANET traffic. Results demonstrate that the round robin algorithm is more effective for volumetric VANET traffic in terms of throughput, delay, packet loss rate and fairness.
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