智能交通中多车协同控制系统研究进展

Songtao Xie, Zhenhong Li, Farshad Arvin, Zhengtao Ding
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摘要

谢松涛1,李振宏1,Farshad Arvin 2,丁正涛1,* 1英国曼彻斯特大学电气与电子工程系,曼彻斯特M13 9PL, UK 2 Swarm &;杜伦大学计算机科学系计算智能实验室(SwaCIL), Durham DH1 3LE, UK *通讯:zhengtao.ding@manchester.ac.uk收稿日期:2023年4月25日接收日期:2023年9月19日发布日期:2023年9月25日摘要:多车协同控制(MVCC)系统具有改善交通流量、减少拥堵和提高安全性的潜力。本文综述了国内外研究人员在MVCC系统的各个方面所取得的进展。回顾了MVCC系统架构和策略的研究成果,解释了该系统的工作原理。对MVCC系统中使用的几种控制方法及其相关问题进行了讨论和比较,并对管柱稳定性和通信不可靠引起的系统退化的研究成果进行了综述。通过详细的文献介绍了MVCC系统的应用,概述了MVCC系统的总体概况,指出了当前的机遇和挑战。最后,根据最新的社会和技术发展,提出了MVCC系统未来的研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review of Multi-vehicle Cooperative Control System in Intelligent Transportation
Review A Review of Multi-vehicle Cooperative Control System in Intelligent Transportation Songtao Xie 1, Zhenhong Li 1, Farshad Arvin 2, and Zhengtao Ding 1,* 1 Department of Electrical and Electronic Engineering, The University of Manchester, Manchester M13 9PL, UK 2 Swarm & Computational Intelligence Laboratory (SwaCIL), Department of Computer Science, Durham University, Durham DH1 3LE, UK * Correspondence: zhengtao.ding@manchester.ac.uk Received: 25 April 2023 Accepted: 19 September 2023 Published: 25 September 2023 Abstract: Multi-vehicle cooperative control (MVCC) system has the potential to improve traffic flow, reduce congestion, and increase safety. This paper reviews the progress achieved by researchers worldwide regarding different aspects of MVCC systems. Research works of MVCC system architectures and strategies are reviewed, which explain how this system works. Several control methodologies utilized in the MVCC system and their related issues are discussed and compared, and research achievements about string stability and system degradation caused by unreliable communication are also reviewed. Applications of the MVCC system are demonstrated with detailed literature, which draws an overall landscape of the MVCC system and points out current opportunities and challenges. Finally, future research directions for the MVCC system are proposed based on the latest social and technological developments.
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