Evaluations of intelligent traffic signal control algorithms under realistic landmark-based traffic patterns over the NCTUns network simulator

Shie-Yuan Wang*, Yu Wei Li

*此作品的通信作者

研究成果: Conference contribution同行評審

2 引文 斯高帕斯(Scopus)

摘要

In this paper, we use the NCTUns network simulator to study intelligent traffic signal control algorithms. NCTUns is both a microscopic traffic simulator and a network simulator. We imported the real-life map of a district of the Taipei city into NCTUns to let simulated vehicles move on the roads of the imported map. Then, we used a new and unique feature of NCTUns - each simulated vehicle moves towards its assigned landmark on the map as its destination, to create more realistic traffic patterns in the studied district. With these realistic settings, we studied an intelligent traffic signal control algorithm that has been proposed in the literature. We found that this algorithm has unfairness problems and thus we proposed two mechanisms to improve it. Our simulation results show that, when compared with the original algorithm, the improved algorithm can further reduce the average time needed for a vehicle to reach its destination. In addition, the improved algorithm can mitigate the unfairness problem.

原文English
主出版物標題2012 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012
頁面379-384
頁數6
DOIs
出版狀態Published - 21 12月 2012
事件2012 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012 - Anchorage, AK, United States
持續時間: 16 9月 201219 9月 2012

出版系列

名字IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC

Conference

Conference2012 15th International IEEE Conference on Intelligent Transportation Systems, ITSC 2012
國家/地區United States
城市Anchorage, AK
期間16/09/1219/09/12

指紋

深入研究「Evaluations of intelligent traffic signal control algorithms under realistic landmark-based traffic patterns over the NCTUns network simulator」主題。共同形成了獨特的指紋。

引用此