DocumentCode :
2840716
Title :
Urban traffic complex network hub node analysis and signal control optimization strategy research
Author :
Li, Wang ; Shiyin, Pan ; Yongzhong, Zhang ; Zhengxi, Li
Author_Institution :
Beijing Key Lab. of Fieldbus & Autom., North China Univ. of Technol., Beijing, China
fYear :
2010
fDate :
26-28 May 2010
Firstpage :
4172
Lastpage :
4175
Abstract :
It is very important to select hub nodes or key junctions before urban traffic signal control system (SCOOT or SCATS) divides control sub-areas. Usually, traffic flow and link numbers are used as indexes to find out which hub nodes are in urban traffic network. However, these indexes could not reflect the traffic network topology characteristics like free scale features which are very helpful to protect the effectiveness of regional traffic signal control system under `intentional attack´ of traffic incidents. In this paper, new method of node importance analysis, hub node selection and application of urban traffic complex network is discussed. Firstly, urban traffic network is abstracted as weighted complex traffic network using junction as node and travel expense (travel time) as link weight. Secondly, using network cohesion as index, weighted node contraction method is applied to evaluate the importance of node and effective results are shown applying it on simulation network. Finally, based on hub node selection, SCATS system optimization strategies are also illustrated.
Keywords :
optimisation; road traffic; signal processing; traffic control; SCATS system optimization; SCOOT; hub node selection; network cohesion; node importance analysis; signal control optimization; traffic network topology characteristic; urban traffic complex network hub node analysis; urban traffic signal control system; weighted complex traffic network; weighted node contraction method; Automatic control; Communication system traffic control; Complex networks; Control systems; Costs; Network topology; Roads; Signal analysis; Telecommunication traffic; Traffic control; nodes importance; traffic complex network; traffic control optimize; weighted node contraction;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (CCDC), 2010 Chinese
Conference_Location :
Xuzhou
Print_ISBN :
978-1-4244-5181-4
Electronic_ISBN :
978-1-4244-5182-1
Type :
conf
DOI :
10.1109/CCDC.2010.5498407
Filename :
5498407
Link To Document :
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