DocumentCode :
1692707
Title :
Urban arterial traffic intelligent coordination control technique and its application
Author :
Kong, Xiangjie ; Xia, Feng ; Lin, Chuang ; Shen, Guojiang
Author_Institution :
Sch. of Software, Dalian Univ. of Technol., Dalian, China
fYear :
2010
Firstpage :
5042
Lastpage :
5047
Abstract :
This paper presents a new intelligent control strategy to solve the coordination control problem of urban arterial traffic. The whole control structure includes two layers - the coordination layer and the control layer. Public cycle time, splits, inbound offset and outbound offset are calculated in the coordination layer. Public cycle time is adjusted by fuzzy rules according to the traffic flow saturation degree of the key intersection. Moreover, the fuzzy rules are implemented by artificial neural networks to improve control system´s robusticity. Splits are calculated based on historical and real-time traffic information. Offsets are calculated by the real-time average speeds. The control layer determines phase composition and adjusts splits at the end of each cycle. The target of this control strategy is to maximize the possibility for vehicles in each direction along the arterial road to pass the local intersection without stop while the utility efficiency of the green signal time is at relatively high level. The actual application results show the proposed method can decrease the average travel time and average number of stops, and increase the average travel speed for vehicles on the arterial road effectively.
Keywords :
fuzzy control; neurocontrollers; road traffic; road vehicles; arterial road; artificial neural networks; control structure; fuzzy rules; intelligent coordination control; traffic flow saturation; urban arterial traffic; vehicles; Artificial neural networks; Control systems; Neurons; Real time systems; Roads; Software; Vehicles; arterial traffic; artificial neural networks; coordination control; fuzzy control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation (WCICA), 2010 8th World Congress on
Conference_Location :
Jinan
Print_ISBN :
978-1-4244-6712-9
Type :
conf
DOI :
10.1109/WCICA.2010.5554643
Filename :
5554643
Link To Document :
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