• DocumentCode
    2790912
  • Title

    Approach of intersection signal control based on PSO

  • Author

    Qin, Zhong ; Fan, Zhiping ; Zang, Xiaodong ; Gong, Huawei

  • Author_Institution
    Sch. of Civil Eng., Guangzhou Univ., Guangzhou, China
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    4421
  • Lastpage
    4425
  • Abstract
    Intersection as the city´s road network node, is the meeting point for distribution of traffic flow. In fact, traffic signal control is partition of traffic flows in time and space, so that the traffic flows no conflict obtain right-of-way in order. This paper present the real-time signal timing optimization in intersection, in which, the Kalman filter is used to forecast short-term traffic flow, the particle swarm optimization optimize the timing parameters. Simulation tests confirmed that the algorithm is superior to the traditional signal timing algorithm, which reduce the average delay time effectively.
  • Keywords
    Kalman filters; filtering theory; forecasting theory; particle swarm optimisation; road traffic; signal processing; Kalman filter; PSO; city road network node; delay time; intersection signal control; particle swarm optimisation; real-time signal timing optimization; short-term traffic flow forecast; traffic flow distribution; traffic signal control; Communication system traffic control; Delay effects; Economic forecasting; Genetic algorithms; Roads; Safety; Signal processing; Telecommunication traffic; Timing; Traffic control; Kalman Filtering; PSO; Signal Intersection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference, 2009. CCDC '09. Chinese
  • Conference_Location
    Guilin
  • Print_ISBN
    978-1-4244-2722-2
  • Electronic_ISBN
    978-1-4244-2723-9
  • Type

    conf

  • DOI
    10.1109/CCDC.2009.5192341
  • Filename
    5192341