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A Novel Approach for Traffic Signal Control: A Recommendation Perspective

文献类型：期刊论文

作者Zhao, Yifei1; Gao, Hang2; Wang, Shuai1,3,4; Wang, Fei-Yue1,4,5
刊名IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE
出版日期2017-09-01
卷号9期号:3页码:127-135
关键词Traffic Signal Control
DOI10.1109/MITS.2017.2709779
文献子类Article
英文摘要
; Traffic Signal Control is an effective mean of solving urban traffic problems by providing appropriate signal timings for road intersections. In this paper, we propose a novel approach originated from methods and applications of recommendation systems to select the most suitable signal timings for various traffic demands. Specifically, we use the idea of computational experiments and the well-known recommendation technology called Collaborative Filtering to find the best signal timings from a database filled with large amounts of traffic data. When the database is not large enough for some special traffic situations, traditional approaches are adopted. Corresponding data with good performance will be recorded.
WOS关键词FUZZY-LOGIC-CONTROLLER ; TRANSPORTATION SYSTEMS ; MANAGEMENT ; NETWORKS
WOS研究方向Engineering ; Transportation
语种英语
WOS记录号WOS:000406422800013
资助机构National Science Foundation(1239323) ; Hyundai Center of Excellence at UC Berkeley ; Zeno Karl Schindler Foundation
源URL[http://ir.ia.ac.cn/handle/173211/20081]  
专题自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队
作者单位1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China
2.Qingdao Acad Intelligent Ind, Inst Smart Educ Syst, Qingdao 266109, Peoples R China
3.Qingdao Acad Intelligent Ind, Qingdao, Peoples R China
4.Xi An Jiao Tong Univ, Xian, Shaanxi, Peoples R China
5.Natl Univ Def Technol, Changsha, Hunan, Peoples R China
推荐引用方式
GB/T 7714		 Zhao, Yifei,Gao, Hang,Wang, Shuai,et al. A Novel Approach for Traffic Signal Control: A Recommendation Perspective[J]. IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE,2017,9(3):127-135.
APA Zhao, Yifei,Gao, Hang,Wang, Shuai,&Wang, Fei-Yue.(2017).A Novel Approach for Traffic Signal Control: A Recommendation Perspective.IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE,9(3),127-135.
MLA Zhao, Yifei,et al."A Novel Approach for Traffic Signal Control: A Recommendation Perspective".IEEE INTELLIGENT TRANSPORTATION SYSTEMS MAGAZINE 9.3(2017):127-135.

入库方式： OAI收割

来源：自动化研究所

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