The network digital twin in Internet of Vehicles: applications, modeling, and challenges

IF 2.2 4区 计算机科学 Q3 TELECOMMUNICATIONS
Sana Ghannay, Sonia Mettali Gammar
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引用次数: 0

Abstract

A digital twin DT is a technology that creates virtual representations of real-world entities. In the context of the networking area, this concept is applied as the network digital twin NDT for efficient network management. Recently, this promising technology has been thoroughly discussed in recent research, and several surveys have studied NDT from different perspectives. This review focuses on the specific applications and objectives of NDT within the Internet of Vehicles IoV ecosystem. It classifies NDT use cases in IoV networks into the four main classes, including resource management, path planning, power management, and predictive maintenance. The classification indicates that NDT can assume various models and multiple capabilities to address the complex challenges of modern IoV networks. This comprehensive overview has a twofold objective: to show how IoV can benefit from NDT, and to outline the principal challenges and opportunities that need to be addressed by future research.

车联网中的网络数字孪生:应用、建模和挑战
数字孪生DT是一种创建现实世界实体的虚拟表示的技术。在网络领域的背景下,该概念被应用于网络数字孪生无损检测,以实现高效的网络管理。近年来,这一有前途的技术在最近的研究中得到了深入的讨论,一些调查从不同的角度研究了无损检测。本文重点介绍了无损检测在车联网生态系统中的具体应用和目标。它将物联网网络中的无损检测用例分为四大类,包括资源管理、路径规划、电源管理和预测性维护。该分类表明,NDT可以采用各种模型和多种功能来应对现代车联网的复杂挑战。这篇全面的综述有两个目的:展示车联网如何从无损检测中受益,并概述未来研究需要解决的主要挑战和机遇。
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来源期刊
Annals of Telecommunications
Annals of Telecommunications 工程技术-电信学
CiteScore
5.20
自引率
5.30%
发文量
37
审稿时长
4.5 months
期刊介绍: Annals of Telecommunications is an international journal publishing original peer-reviewed papers in the field of telecommunications. It covers all the essential branches of modern telecommunications, ranging from digital communications to communication networks and the internet, to software, protocols and services, uses and economics. This large spectrum of topics accounts for the rapid convergence through telecommunications of the underlying technologies in computers, communications, content management towards the emergence of the information and knowledge society. As a consequence, the Journal provides a medium for exchanging research results and technological achievements accomplished by the European and international scientific community from academia and industry.
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