• DocumentCode
    2247740
  • Title

    Observed time-headway distribution and its implication on traffic phases

  • Author

    He, Shuyan ; Guan, Wei ; Ma, Jihui

  • Author_Institution
    MOE Key Lab. for Urban Transp. Complex Syst. Theor. & Technol., Beijing Jiaotong Univ., Beijing, China
  • fYear
    2009
  • fDate
    4-7 Oct. 2009
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    Time-headway between two subsequent vehicles in traffic flow is determined both by traffic dynamics and individual fluctuations, showing a complex behavior. Analyzing real traffic data from multiple sections of urban freeway, we show that the time-headway distributions under different velocities are fitted well with a class of distributions which can be decomposed into an exponential distributed variable plus an independent Gaussian fluctuation, where the exponential component can describe traffic states in a statistical meaning and the random fluctuation is caused by complex traffic dynamics which relates to imperfect individual driving behavior. Based on analyzing the empirical time-headway distribution, traffic flow is recognized as different phases which were observed at urban freeway previously. Moreover, high-velocity highway flow and low-velocity urban freeway flow can be described in a unified framework by shifting distribution parameters.
  • Keywords
    Gaussian processes; traffic engineering computing; high-velocity highway flow; imperfect individual driving behavior; independent Gaussian fluctuation; low-velocity urban freeway flow; time-headway distribution; traffic data analysis; traffic dynamics; traffic flow; traffic phases; urban freeway; Electric breakdown; Fluctuations; Helium; Independent component analysis; Intelligent transportation systems; Intelligent vehicles; Road transportation; Telecommunication traffic; Traffic control; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Transportation Systems, 2009. ITSC '09. 12th International IEEE Conference on
  • Conference_Location
    St. Louis, MO
  • Print_ISBN
    978-1-4244-5519-5
  • Electronic_ISBN
    978-1-4244-5520-1
  • Type

    conf

  • DOI
    10.1109/ITSC.2009.5309540
  • Filename
    5309540