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
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