• DocumentCode
    2795461
  • Title

    Design and simulation of VFCWA based on BP neural network

  • Author

    Fu, Hongchuan ; Wang, Jian ; Wan, Chan ; Zhao, Jianying ; Fu, Kai

  • Author_Institution
    Sci. & Technol. Ind. Group, Shenyang, China
  • fYear
    2009
  • fDate
    17-19 June 2009
  • Firstpage
    2089
  • Lastpage
    2094
  • Abstract
    Realizing the shortcomings of VFCWA, we propose to establish Driving-Braking Behavior Model (DBBM), using BP neural network, to make VFCWA to fit with driver´s behavior. And the tactic of combining DBBM and Security Model to form an effective VFCWA is proposed. Finally, through the simulation and experiment, it is proved that DBBM yield a satisfying result under the circumstances of straight path and curve path, verifying the rationality and feasibility of VFCWA proposed in this paper.
  • Keywords
    backpropagation; neural nets; traffic engineering computing; BP neural network; curve path circumstances; driver behavior; driving-braking behavior model; straight path circumstances; Algorithm design and analysis; Educational institutions; Electronic mail; Flowcharts; Information science; Neural networks;
  • 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.2009.5192582
  • Filename
    5192582