• DocumentCode
    577780
  • Title

    Study on on-ramp control strategy of urban freeway based on fuzzy control

  • Author

    Wang, Shiming ; Xu, Jianmin ; Luo, Qiang

  • Author_Institution
    Sch. of Civil & Transp., South China Univ. of Technol., Guangzhou, China
  • fYear
    2012
  • fDate
    6-8 July 2012
  • Firstpage
    2512
  • Lastpage
    2516
  • Abstract
    The on-ramp control strategies are classified after expounding mechanism of ramp control strategies of urban freeway. The applicability is summarized respectively based on advantages and disadvantages of each strategy. A new on-ramp control method of urban freeway is proposed by using the fuzzy control algorithm and the support vector machine algorithm, which can satisfy with demands which ramp control strategies should change with real-time changing of traffic condition. At last, some ramp control strategies are given by using control algorithm in this paper, based on the survey data of a main road in Guangdong province. The new control strategies and previous control strategies are applied to ramp control respectively, and new control strategies can satisfy dynamic changes of traffic condition by analyzing survey data, and have a better effect on the on-ramp control than old control strategy.
  • Keywords
    fuzzy control; road traffic control; road vehicles; support vector machines; expounding mechanism; fuzzy control algorithm; on-ramp control method; ramp control strategy; road traffic control; support vector machine; traffic condition changing; urban freeway; Fuzzy control; Kernel; Real-time systems; Roads; Support vector machines; Traffic control; Vehicles; fuzzy control; on-ramp control; traffic control; urban freeway;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2012 10th World Congress on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4673-1397-1
  • Type

    conf

  • DOI
    10.1109/WCICA.2012.6358296
  • Filename
    6358296