DocumentCode :
2372102
Title :
Dynamic capacity estimation of urban expressway based on Dempster-Shafer evidence theory
Author :
Zhou, Hao ; Hu, Jianming ; Zhang, Yi
Author_Institution :
Dept. of Autom., Tsinghua Univ., Beijing, China
fYear :
2011
fDate :
5-7 Oct. 2011
Firstpage :
169
Lastpage :
173
Abstract :
Unlike the theoretical capacity, dynamic capacity can describe the real-time service ability of roads, which can provide an entirely new basis for real-time traffic management and traffic guidance. In this paper, the disadvantages of theoretical capacity are discussed. Then the conception of dynamic capacity is proposed and the impact mechanism of related factors is illustrated. A method based on Dempster-Shafer evidence theory is put forward to estimate it. To verify this method in practical case, an instance on the north 3rd ring road of Beijing is calculated and analyzed. The fusion result shows the method can be applied to practice.
Keywords :
inference mechanisms; roads; transportation; 3rd ring road; Beijing; Dempster-Shafer evidence theory; dynamic capacity estimation; real-time service ability; real-time traffic management; urban expressway; Accidents; Meteorology; Reliability theory; Roads; Vehicle dynamics; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Transportation Systems (ITSC), 2011 14th International IEEE Conference on
Conference_Location :
Washington, DC
ISSN :
2153-0009
Print_ISBN :
978-1-4577-2198-4
Type :
conf
DOI :
10.1109/ITSC.2011.6083119
Filename :
6083119
Link To Document :
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