Title :
Network zoning based on community detection for urban traffic control
Author :
Chen, Cheng ; Ai, Yunfeng ; Zhu, Fenghua
Author_Institution :
State Key Lab. of Manage. & Control for Complex Syst., Beijing, China
Abstract :
Network Zoning is a key problem for the coordination in hierarchical control system. In traffic control area, considering the characteristics of road network, like directed and spatial property, we give one appropriate method for network zoning. Inheriting the advantages of several community detection methods, this method takes the distance between intersections and the scale of intersection into account simultaneously. And we also applied it to the parallel transportation management systems (PtMS) in Tianhe area of Guangzhou for network zoning. The results of experiments illustrate its effectiveness.
Keywords :
road traffic; Guangzhou; PtMS; Tianhe area; community detection methods; directed property; hierarchical control system; network zoning; parallel transportation management systems; road network; spatial property; traffic control area; urban traffic control; Cities and towns; Communities; Control systems; Gravity; Mathematical model; Roads;
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2012 15th International IEEE Conference on
Conference_Location :
Anchorage, AK
Print_ISBN :
978-1-4673-3064-0
Electronic_ISBN :
2153-0009
DOI :
10.1109/ITSC.2012.6338617