Research on ADHDP Based Traffic Signal Control Method
文献类型：会议论文
| 作者 | Liu, Yu-Liang
|
| 出版日期 | 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
 |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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