• DocumentCode
    3173705
  • Title

    Effects of Short-Term Memory of Drivers on Stability Interpretations of Traffic Flow Dynamics

  • Author

    Sipahi, Rifat ; Niculescu, Silviu-Iulian ; Atay, Fatihcan M.

  • Author_Institution
    Northeastern Univ., Boston
  • fYear
    2007
  • fDate
    9-13 July 2007
  • Firstpage
    3112
  • Lastpage
    3117
  • Abstract
    Stability analysis of traffic flow from the perspective of human-in-the-loop dynamics forms the main motivation of this paper, in which we pursue the natural necessity of considering memory capabilities of the human drivers. In particular, the paper is concerned with the effects of control decisions based on short-term memory, which can be represented by some distribution functions. Such a model assumes that control decisions of human drivers are based on the stimuli they continuously receive from a set of continuous points distributed over the history. With memory effects, the main objective is to understand, over a fundamental car-following traffic model, the stability features of the flow and is to introduce some physical insight from the arising analysis. Especially, scenarios in which how stability is affected by the number of vehicles are practically of interest.
  • Keywords
    road traffic; stability; traffic control; car-following traffic model; control decisions; human driver short-term memory; human-in-the-loop dynamics; microscopic traffic flow dynamics stability; Cities and towns; Delay effects; Distribution functions; History; Humans; Mathematical model; Stability analysis; Traffic control; Vehicle dynamics; Vehicles; distributed delay; short-term memory; stability; traffic dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference, 2007. ACC '07
  • Conference_Location
    New York, NY
  • ISSN
    0743-1619
  • Print_ISBN
    1-4244-0988-8
  • Electronic_ISBN
    0743-1619
  • Type

    conf

  • DOI
    10.1109/ACC.2007.4282982
  • Filename
    4282982