Survey on digital twins for Internet of Vehicles: Fundamentals, challenges, and opportunities

IF 7.5 2区 计算机科学 Q1 TELECOMMUNICATIONS Digital Communications and Networks Pub Date : 2024-04-01 DOI:10.1016/j.dcan.2022.05.023
Jiajie Guo , Muhammad Bilal , Yuying Qiu , Cheng Qian , Xiaolong Xu , Kim-Kwang Raymond Choo
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Abstract

As autonomous vehicles and the other supporting infrastructures (e.g., smart cities and intelligent transportation systems) become more commonplace, the Internet of Vehicles (IoV) is getting increasingly prevalent. There have been attempts to utilize Digital Twins (DTs) to facilitate the design, evaluation, and deployment of IoV-based systems, for example by supporting high-fidelity modeling, real-time monitoring, and advanced predictive capabilities. However, the literature review undertaken in this paper suggests that integrating DTs into IoV-based system design and deployment remains an understudied topic. In addition, this paper explains how DTs can benefit IoV system designers and implementers, as well as describes several challenges and opportunities for future researchers.

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车联网数字双胞胎调查:基本原理、挑战和机遇
随着自动驾驶汽车和其他支持性基础设施(如智能城市和智能交通系统)的普及,车联网(IoV)正变得越来越普遍。有人尝试利用数字孪生(DT)来促进基于 IoV 系统的设计、评估和部署,例如通过支持高保真建模、实时监控和高级预测功能。然而,本文进行的文献综述表明,将 DTs 集成到基于 IoV 的系统设计和部署中仍然是一个未得到充分研究的课题。此外,本文还解释了 DT 如何使物联网系统设计者和实施者受益,并介绍了未来研究人员面临的几项挑战和机遇。
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来源期刊
Digital Communications and Networks
Digital Communications and Networks Computer Science-Hardware and Architecture
CiteScore
12.80
自引率
5.10%
发文量
915
审稿时长
30 weeks
期刊介绍: Digital Communications and Networks is a prestigious journal that emphasizes on communication systems and networks. We publish only top-notch original articles and authoritative reviews, which undergo rigorous peer-review. We are proud to announce that all our articles are fully Open Access and can be accessed on ScienceDirect. Our journal is recognized and indexed by eminent databases such as the Science Citation Index Expanded (SCIE) and Scopus. In addition to regular articles, we may also consider exceptional conference papers that have been significantly expanded. Furthermore, we periodically release special issues that focus on specific aspects of the field. In conclusion, Digital Communications and Networks is a leading journal that guarantees exceptional quality and accessibility for researchers and scholars in the field of communication systems and networks.
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