• 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