• 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