DocumentCode
555166
Title
A coordination feedback adaptive control method of traffic network
Author
Tan Guozhen ; Wang Kai ; Wang Yaodong
Author_Institution
Sch. of Comput. Sci. & Technol., Dalian Univ. of Technol., Dalian, China
Volume
1
fYear
2011
fDate
20-22 Aug. 2011
Firstpage
347
Lastpage
351
Abstract
With the development of information technology and the coming of the internet of things, traffic signal control has brought new opportunities and challenges. This paper presents a method of traffic network signal control, which used to optimize traffic signal timing, reduce the delay of vehicles within the network. The method is divided into two levels: intersection control level and network control level. Intersection control level uses a dynamic programming based adaptive algorithm. Network control level uses an optimization algorithm based on conflict decision tree, using the A* algorithm, rolling optimization and feedback control strategies to enhance the real-time, reliability and robustness of the algorithm. The effectiveness of the system has evaluated through an actual traffics network simulation conducted with VISSIM. Results show that the proposed method is significantly better than the time-of-day method in travel time, average delay and other parameters.
Keywords
adaptive control; decision trees; dynamic programming; feedback; road traffic; traffic control; A* algorithm; Internet of Things; VISSIM; conflict decision tree; coordination feedback adaptive control method; delay reduction; dynamic programming; feedback control strategy; information technology; intersection control level; network control level; optimization algorithm; rolling optimization; traffic network signal control; traffic signal timing optimization; vehicle; Adaptation models; Decision trees; Delay; Heuristic algorithms; Optimization; Predictive models; Roads; A∗ algorithm; feedback control; rolling optimization; traffic signal control;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Artificial Intelligence Conference (ITAIC), 2011 6th IEEE Joint International
Conference_Location
Chongqing
Print_ISBN
978-1-4244-8622-9
Type
conf
DOI
10.1109/ITAIC.2011.6030220
Filename
6030220
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