数字双支持阻塞感知动态毫米波多跳V2X通信

IF 3.6 3区 计算机科学 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS
Supat Roongpraiwan;Zongdian Li;Tao Yu;Kei Sakaguchi
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引用次数: 0

摘要

车辆对一切(V2X)通信中的毫米波(mmWave)技术提供了前所未有的数据速率和低延迟,但由于信号阻塞和范围有限,面临着重大的可靠性挑战。介绍了一种在复杂阻塞环境下管理动态多跳毫米波V2X通信的新系统。我们提出了一种集成了移动数字孪生(DT)和多跳路由控制平面的系统架构,提供了网络及其周围交通环境的全面、实时视图。这种集成使控制平面能够根据有关车辆、基础设施和潜在信号阻塞的丰富上下文数据做出明智的路由决策。利用这种dt增强架构,我们提出了一种先进的路由算法,该算法将高精度环境数据与轨迹预测相结合,以实现阻塞感知毫米波多跳V2X路由。该算法预测网络拓扑结构的变化,并动态调整拓扑结构以保持可靠的连接。我们通过使用西宿地区的流动性DT进行概念验证模拟来评估我们的方法。结果表明,我们支持dt的路由策略在各种流量场景(包括完全连接和混合流量环境)中保持可靠的毫米波V2X连接方面明显优于传统方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital Twin-Enabled Blockage-Aware Dynamic mmWave Multi-Hop V2X Communication
Millimeter wave (mmWave) technology in vehicle-to-everything (V2X) communication offers unprecedented data rates and low latency, but faces significant reliability challenges due to signal blockages and limited range. This paper introduces a novel system for managing dynamic multi-hop mmWave V2X communications in complex blocking environments. We present a system architecture that integrates a mobility digital twin (DT) with the multi-hop routing control plane, providing a comprehensive, real-time view of the network and its surrounding traffic environment. This integration enables the control plane to make informed routing decisions based on rich contextual data about vehicles, infrastructure, and potential signal blockages. Leveraging this DT-enhanced architecture, we propose an advanced routing algorithm that combines high-precision environmental data with trajectory prediction to achieve blockage-aware mmWave multi-hop V2X routing. Our algorithm anticipates network topology changes and adapts topology dynamically to maintain reliable connections. We evaluate our approach through proof-of-concept simulations using a mobility DT of the Nishishinjuku area. Results demonstrate that our DT-enabled routing strategy significantly outperforms conventional methods in maintaining reliable mmWave V2X connections across various traffic scenarios, including fully connected and mixed traffic environments.
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来源期刊
IEEE Access
IEEE Access COMPUTER SCIENCE, INFORMATION SYSTEMSENGIN-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
9.80
自引率
7.70%
发文量
6673
审稿时长
6 weeks
期刊介绍: IEEE Access® is a multidisciplinary, open access (OA), applications-oriented, all-electronic archival journal that continuously presents the results of original research or development across all of IEEE''s fields of interest. IEEE Access will publish articles that are of high interest to readers, original, technically correct, and clearly presented. Supported by author publication charges (APC), its hallmarks are a rapid peer review and publication process with open access to all readers. Unlike IEEE''s traditional Transactions or Journals, reviews are "binary", in that reviewers will either Accept or Reject an article in the form it is submitted in order to achieve rapid turnaround. Especially encouraged are submissions on: Multidisciplinary topics, or applications-oriented articles and negative results that do not fit within the scope of IEEE''s traditional journals. Practical articles discussing new experiments or measurement techniques, interesting solutions to engineering. Development of new or improved fabrication or manufacturing techniques. Reviews or survey articles of new or evolving fields oriented to assist others in understanding the new area.
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