Infrastructure aided networking and traffic management for autonomous transportation

Yu-Yu Lin, I. Rubin
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引用次数: 9

Abstract

Traffic management mechanisms for autonomous vehicular transportation systems are designed to regulate vehicular topological layouts and mobility patterns to form robust data communication networks while guaranteeing vehicular throughput rates. To enhance the performance of the underlying wireless communications networking operations, this system would be aided by the deployment of an information network infrastructure that consists of Road Side Units (RSUs). In this paper, we study the design of an RSU-aided autonomous vehicular network that incorporates both data networking and traffic management dimensions. We investigate the inter-relationships that characterize the joint design of vehicular ad hoc networking control mechanisms and cost-effective RSU backbone network. We configure vehicles into platoon structures in aiming to guarantee a robust dissemination of data message flows. An efficient algorithm is developed to determine the optimal settings of platoon parameters and RSU locations across a highway. The result is used to demonstrate the fundamental design tradeoffs to be made when considering performance metrics that involve vehicular throughput rates, infrastructure deployment costs, and the reliability of wireless communications networking.
基础设施辅助网络和自动交通管理
自动驾驶车辆运输系统的交通管理机制旨在调节车辆拓扑布局和移动模式,以形成强大的数据通信网络,同时保证车辆的吞吐率。为了提高底层无线通信网络业务的性能,该系统将得到部署由路旁单元(rsu)组成的信息网络基础设施的帮助。在本文中,我们研究了rsu辅助自动驾驶汽车网络的设计,该网络结合了数据网络和交通管理两个维度。我们研究了车辆自组织网络控制机制和具有成本效益的RSU骨干网联合设计特征的相互关系。我们将车辆配置成排结构,以保证数据消息流的健壮传播。提出了一种有效的算法来确定高速公路上车队参数的最优设置和RSU位置。该结果用于演示在考虑涉及车辆吞吐率、基础设施部署成本和无线通信网络可靠性的性能指标时要做出的基本设计权衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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