• DocumentCode
    3648591
  • Title

    Platoon based model for urban traffic control

  • Author

    Nicolae Marinică;René Boel

  • Author_Institution
    SYSTeMS Research Group, Faculty of Engineering, University of Ghent, B-9052 Zwijnaarde, Belgium
  • fYear
    2012
  • Firstpage
    6563
  • Lastpage
    6568
  • Abstract
    The paper proposes a new platoon based (PB) model of traffic behavior in an urban traffic network. By grouping the vehicles that travel closely together at approximately the same speed into a platoon the model provides an abstract representation of the dynamical evolution of the traffic state. This leads to efficient discrete event simulation tools, much faster than the microscopic models representing individual vehicles, while explicitly representing the heterogeneity characterizing urban traffic, something that is not possible with a macroscopic model. The validity of the PB model is justified by careful analysis of real measurements. Its fast simulations enable the application of model based estimation (using particle filtering) and (model predictive) feedback control tools for urban traffic.
  • Keywords
    "Vehicles","Roads","Predictive models","Automata","Computational modeling","Noise measurement","Discrete event simulation"
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2012
  • ISSN
    0743-1619
  • Print_ISBN
    978-1-4577-1095-7
  • Type

    conf

  • Filename
    6315125