• DocumentCode
    2029693
  • Title

    Traffic signals control of urban traffic intersections group based on fuzzy control

  • Author

    Mu, HaiBo ; Yu, Jianning ; Liu, LinZhong

  • Author_Institution
    Dept. of Traffic & Transp. Eng., LanZhou Jiaotong Univ., Lanzhou, China
  • Volume
    2
  • fYear
    2010
  • fDate
    10-12 Aug. 2010
  • Firstpage
    763
  • Lastpage
    767
  • Abstract
    With the increase of traffic demand, urban traffic problems become more and more serious. Owing to the complexity of traffic system, the fuzzy control theory demonstrates powerful advantage. In this paper, taking the signal control problem of the intersections group as objective, we provide a distributed control system, which comprises some local fuzzy controllers and a special case controller. Each local fuzzy controller controls the traffic flows at its designated intersection according to the traffic flows of related intersections in addition to its own. When the current traffic situation is beyond the ability of local traffic controller, the special case controller will be activated. By adopting the designed simulated annealing algorithm, the special case controller optimizes the green time extension of all the intersections in the road network. In this algorithm, success index is given to evaluate the efficiency of each feasible solution taking the system optimization into account. Finally, to evaluate the performance of this system, it is compared with a general fuzzy control system, and its availability is validated by system simulation.
  • Keywords
    control system synthesis; distributed control; fuzzy control; road traffic; simulated annealing; traffic control; distributed control system; local controller; local fuzzy controllers; road network; simulated annealing algorithm; special case controller; traffic signals control; traffic system; urban traffic intersections group; Algorithm design and analysis; Fuzzy control; Indexes; Simulated annealing; Vehicles; fuzzy control; signal control; simulated annealing algorithm; success index; system simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
  • Conference_Location
    Yantai, Shandong
  • Print_ISBN
    978-1-4244-5931-5
  • Type

    conf

  • DOI
    10.1109/FSKD.2010.5569355
  • Filename
    5569355