• DocumentCode
    1501465
  • Title

    Distributed and cooperative fuzzy controllers for traffic intersections group

  • Author

    Lee, Jee-Hyong ; Lee-Kwang, Hyung

  • Author_Institution
    Dept. of Comput. Sci., Korea Adv. Inst. of Sci. & Technol., Seoul, South Korea
  • Volume
    29
  • Issue
    2
  • fYear
    1999
  • fDate
    5/1/1999 12:00:00 AM
  • Firstpage
    263
  • Lastpage
    271
  • Abstract
    This paper presents a fuzzy traffic controller for a set of intersections and its simulation results. The controller of an intersection controls its own traffic and cooperates with its neighbors. It gets information from its traffic detectors and its neighbors. Using this information, the fuzzy rule base system gives optimal signals. It manages phase sequences and phase lengths adaptively to its neighbors´ as well as its own traffic conditions. To carry out the performance evaluation of the controller, a simulator for intersection groups has been developed. The proposed method is compared with the vehicle actuated method which is one of the typical conventional methods. The average delay time of a vehicle is used as a performance index. The simulation results show good performance in the case of time-varying traffic patterns and heavy traffic conditions
  • Keywords
    automated highways; cooperative systems; distributed control; fuzzy control; performance index; cooperative fuzzy controllers; delay; distributed controllers; fuzzy rule base system; heavy traffic conditions; optimal signals; performance evaluation; performance index; phase lengths; phase sequences; simulation; time-varying traffic patterns; traffic control; traffic detectors; traffic intersections; vehicle actuated method; Computational modeling; Delay effects; Detectors; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Performance analysis; Traffic control; Vehicles;
  • fLanguage
    English
  • Journal_Title
    Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1094-6977
  • Type

    jour

  • DOI
    10.1109/5326.760570
  • Filename
    760570