• DocumentCode
    555166
  • Title

    A coordination feedback adaptive control method of traffic network

  • Author

    Tan Guozhen ; Wang Kai ; Wang Yaodong

  • Author_Institution
    Sch. of Comput. Sci. & Technol., Dalian Univ. of Technol., Dalian, China
  • Volume
    1
  • fYear
    2011
  • fDate
    20-22 Aug. 2011
  • Firstpage
    347
  • Lastpage
    351
  • Abstract
    With the development of information technology and the coming of the internet of things, traffic signal control has brought new opportunities and challenges. This paper presents a method of traffic network signal control, which used to optimize traffic signal timing, reduce the delay of vehicles within the network. The method is divided into two levels: intersection control level and network control level. Intersection control level uses a dynamic programming based adaptive algorithm. Network control level uses an optimization algorithm based on conflict decision tree, using the A* algorithm, rolling optimization and feedback control strategies to enhance the real-time, reliability and robustness of the algorithm. The effectiveness of the system has evaluated through an actual traffics network simulation conducted with VISSIM. Results show that the proposed method is significantly better than the time-of-day method in travel time, average delay and other parameters.
  • Keywords
    adaptive control; decision trees; dynamic programming; feedback; road traffic; traffic control; A* algorithm; Internet of Things; VISSIM; conflict decision tree; coordination feedback adaptive control method; delay reduction; dynamic programming; feedback control strategy; information technology; intersection control level; network control level; optimization algorithm; rolling optimization; traffic network signal control; traffic signal timing optimization; vehicle; Adaptation models; Decision trees; Delay; Heuristic algorithms; Optimization; Predictive models; Roads; A algorithm; feedback control; rolling optimization; traffic signal control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Artificial Intelligence Conference (ITAIC), 2011 6th IEEE Joint International
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4244-8622-9
  • Type

    conf

  • DOI
    10.1109/ITAIC.2011.6030220
  • Filename
    6030220