Two Intersections Traffic Signal Control Method Based on ADHDP
Cao Lin1,2; Hu Bin1; Dong Xisong1,3; XIONG Gang1,4; Zhu Fenghua1,4; Shen Zhen1,5; Shen Dong3; Liu Yuliang5
2016
Conference NameIEEE International Conference on Vehicular Electronics and Safety
Conference Date2016
Conference PlaceChina
Abstract

With the rapid development of Chinese economy
and automotive industry, urban traffic congestion has become
increasingly serious. Therefore, how to effectively alleviate the
traffic congestion and improve the efficiency of vehicles has
become the main concern. Traffic signal control is one of the
effective ways to solve urban traffic congestion. In this paper, a
traffic signal control method based on Action-Dependent
Heuristic Dynamic Programming (ADHDP) is investigated. The
control algorithm is simulated on two intersections, both of which
have two phases with four entrance approaches. The computer
simulation results show that the control method has the better
ability of on-line learning compared with traditional Fix-Time
Control, and can effectively improve the average speed of
vehicles, and reduce travel time and alleviate the traffic pressure.

Indexed ByEI
Language英语
Document Type会议论文
Identifierhttp://ir.ia.ac.cn/handle/173211/19448
Collection复杂系统管理与控制国家重点实验室_先进控制与自动化
复杂系统管理与控制国家重点实验室
Corresponding AuthorHu Bin
Affiliation1.The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing, China
2.College of Information Science and Technology, Beijing University of Chemical Technology
3.Institute of Smart Education Systems, Qingdao Academy of Intelligent Industries, Qingdao, China
4.Dongguan Research Institute of CASIA, Cloud Computing Center, Chinese Academy of Sciences, Dongguan, China
5.Beijing Engineering Research Center of Intelligent Systems and Technology, Institute of Automation, Chinese Academy of Sciences, Beijing, China
First Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Corresponding Author AffilicationInstitute of Automation, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Cao Lin,Hu Bin,Dong Xisong,et al. Two Intersections Traffic Signal Control Method Based on ADHDP[C],2016.
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