• DocumentCode
    3482679
  • Title

    Fuzzy discrete event supervisory control capable of temporal reasoning in urban traffic management

  • Author

    Akramizadeh, A. ; Mohammad, R. ; Akbarzadeh, T. ; Khademi, Maryam

  • Author_Institution
    Dept. of Electr. Eng., Ferdowsi Univ. of Mashhad
  • Volume
    2
  • fYear
    2004
  • fDate
    1-3 Dec. 2004
  • Firstpage
    1357
  • Lastpage
    1361
  • Abstract
    In this paper, a discrete event fuzzy based supervisory controller is applied to an urban traffic control problem also modeled from a discrete event perspective via state flow formalism. Time varying nature of intersections, involvement of human behavior in the system and distributed nature of the problem at large makes the urban traffic control a challenging problem. Specifically, because of this distributed time varying nature, it is important for the decision making paradigm to consider historical values of the linguistic variables as well as their current values. Hence, we establish a novel fuzzy system which imposes green time event based on future-based temporal fuzzy rules, which has a great effect on coordination among intersections. Simulation results present the effectiveness of the proposed method
  • Keywords
    SCADA systems; discrete event simulation; fuzzy control; fuzzy systems; road traffic; temporal reasoning; time-varying systems; traffic control; decision making paradigm; discrete event fuzzy based supervisory controller; distributed time varying intersection; fuzzy discrete event supervisory control; fuzzy system; green time event; intersection coordination; linguistic variable; state flow formalism; temporal fuzzy rules; temporal reasoning; urban traffic control problem; urban traffic management; Artificial intelligence; Communication system traffic control; Decision making; Fuzzy control; Fuzzy reasoning; Fuzzy systems; Humans; Mathematical model; Supervisory control; Traffic control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cybernetics and Intelligent Systems, 2004 IEEE Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    0-7803-8643-4
  • Type

    conf

  • DOI
    10.1109/ICCIS.2004.1460790
  • Filename
    1460790