发表状态 | 已发表Published |
题名 | Distributed optimal control for traffic networks with fog computing |
作者 | |
发表日期 | 2019 |
发表期刊 | China Communications
![]() |
ISSN/eISSN | 1673-5447 |
卷号 | 16期号:10页码:202-213 |
摘要 | This paper presents a distributed optimization strategy for large-scale traffic network based on fog computing. Different from the traditional cloud-based centralized optimization strategy, the fog-based distributed optimization strategy distributes its computing tasks to individual sub-processors, thus significantly reducing computation time. A traffic model is built and a series of communication rules between subsystems are set to ensure that the entire transportation network can be globally optimized while the subsystem is achieving its local optimization. Finally, this paper numerically simulates the operation of the traffic network by mixed-Integer programming, also, compares the advantages and disadvantages of the two optimization strategies. © 2013 China Institute of Communications. |
关键词 | distributed control distributed optimization fog computing traffic network |
DOI | 10.23919/JCC.2019.10.013 |
URL | 查看来源 |
收录类别 | SCIE |
语种 | 英语English |
WOS研究方向 | Telecommunications |
WOS类目 | Telecommunications |
WOS记录号 | WOS:000495358100013 |
引用统计 | |
文献类型 | 期刊论文 |
条目标识符 | https://repository.uic.edu.cn/handle/39GCC9TT/3571 |
专题 | 个人在本单位外知识产出 |
作者单位 | 1.Department of Operations Research, University of Texas at Austin, Austin, TX 76019, United States 2.School of Automation Science and Electrical Engineering, Beihang University, Beijing, 100191, China 3.Faculty of Engineering and the Built Environment, Institute for Intelligent Systems, University of Johannesburg, Johannesburg, 2006, South Africa |
推荐引用方式 GB/T 7714 | Wang, Yijie,Wang, Lei,Amir, Saeedet al. Distributed optimal control for traffic networks with fog computing[J]. China Communications, 2019, 16(10): 202-213. |
APA | Wang, Yijie, Wang, Lei, Amir, Saeed, & Wang, Qingguo. (2019). Distributed optimal control for traffic networks with fog computing. China Communications, 16(10), 202-213. |
MLA | Wang, Yijie,et al."Distributed optimal control for traffic networks with fog computing". China Communications 16.10(2019): 202-213. |
条目包含的文件 | 条目无相关文件。 |
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。
修改评论