Research on ADHDP Based Traffic Signal Control Method

CORC > 自动化研究所 > 中国科学院自动化研究所 > 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

	Research on ADHDP Based Traffic Signal Control Method
	Liu, Yu-Liang
	2015
会议日期	2015
会议地点	Fuzhou, China
关键词	Adhdp Traffic Signal Control Adaptive Control
英文摘要	With the rapid growth of China's economy and the steady progress of the urbanization, the speed of traffic facilities’ construction and improvement is far behind that of the increasing traffic demand. The traffic congestion problem has become increasingly prominent. A traffic signal control method based on Action-Dependent Heuristic Dynamic Programming (ADHDP) is investigated in this paper, and the algorithm of ADHDP is described in detail. The traffic signal controller based on ADHDP is designed. The algorithm is simulated on a two phase intersection with four entrance approaches, each of which has two lanes and each lane has a detector on it. Experimental results show that compared with traditional Fix-Time Control, the method has the ability of on-line learning, can effectively improve the average speed of vehicles and reduce traffic congestion.
会议录	Proceedings of The Seventh Chinese Conference on Social Computing
内容类型	会议论文
源URL	[http://ir.ia.ac.cn/handle/173211/11734]
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
通讯作者	Liu, Yu-Liang
作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Liu, Yu-Liang. Research on ADHDP Based Traffic Signal Control Method[C]. 见:. Fuzhou, China. 2015.