• DocumentCode
    2270376
  • Title

    A novel distributed nonlinear MPC algorithm of signaling split in urban traffic system

  • Author

    Zhou, Xuanhao ; Pan, Zaisheng ; Chen, Peng ; Liang, Shiwu ; Lu, Yongzai

  • Author_Institution
    Zhejiang SUPCON Research CO., LTD., 309, Liuhe Road, Hangzhou, 310053, P.R. China
  • fYear
    2015
  • fDate
    28-30 July 2015
  • Firstpage
    8490
  • Lastpage
    8494
  • Abstract
    Based on the linear dynamic model(LDN) on urban traffic system proposed by Lucas Barcelos et al. in 2010, the MPC method has been successfully used in the signal splitting control area. In this paper, we extend the model to a nonlinear form employing the idea from S Lin et al. which is close to the real world, and the Gradient-based distributed dynamic optimization method (GBDDO) is introduced to distributively solving the large-scale problem. The simulation results show that our method can derive an approving solution.
  • Keywords
    Computational modeling; Nonlinear dynamical systems; Optimization; Predictive control; Predictive models; Roads; Vehicles; Distributed algorithm; GBDDO; Model Predictive Control; Nonlinear; Traffic network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2015 34th Chinese
  • Conference_Location
    Hangzhou, China
  • Type

    conf

  • DOI
    10.1109/ChiCC.2015.7260981
  • Filename
    7260981