DocumentCode :
2088807
Title :
Study on the Prediction Model of Bus Arrival Time
Author :
Zhang, Jian ; Yan, Ling ; Han, Yin ; Zhang, Jing-Jing
Author_Institution :
Dept. of Transp. Eng. Bus. Sch., Univ. of Shanghai for Sci. & Technol., Shanghai, China
fYear :
2009
fDate :
20-22 Sept. 2009
Firstpage :
1
Lastpage :
3
Abstract :
The Urban Public Transportation Information Service System, for the bus arrival time showed on the intelligent electronic station board, is designed to provide accurate and timely information which can help travelers choose transit lines and the shortest paths, can improve the travel efficiency and attract more potential travelers. However, the current bus arrival time prediction model under application can´t achieve satisfactory results. This paper analyzes the technology components of the bus arrival time, and builds real-time dynamic models for each component. Finally, it adds up all the technology components of the bus arrival time, gets a much more accurate prediction model.
Keywords :
prediction theory; transportation; bus arrival time prediction; information service system; intelligent electronic station board; urban public transportation; Design engineering; Intelligent transportation systems; Intelligent vehicles; Kalman filters; Linear regression; Predictive models; Queueing analysis; Road transportation; Time series analysis; Vehicle dynamics;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Management and Service Science, 2009. MASS '09. International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-4638-4
Electronic_ISBN :
978-1-4244-4639-1
Type :
conf
DOI :
10.1109/ICMSS.2009.5301619
Filename :
5301619
Link To Document :
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