• DocumentCode
    3219267
  • Title

    Neural Network Simulation-Based Research on Highway Safety Evaluation

  • Author

    Jia Cheng ; Hongxia Guo ; Qingyao Li ; Wen Du

  • Author_Institution
    Coll. of Traffic & Transp., South West Jiaotong Univ., Chengdu
  • Volume
    1
  • fYear
    2008
  • fDate
    20-22 Oct. 2008
  • Firstpage
    209
  • Lastpage
    212
  • Abstract
    With highway traffic of China developing faster and faster, safety problems are gradually becoming more and more obvious. Such problems are big threat to both peoplepsilas lives and their property. Some safety researches have been done by Predecessors. Based on these researches, this article is to employ a highway safety evaluation system made of running velocity. By using the BP neural network algorithm in MATLAB software, simulations were made to evaluate the linearity of a certain highway. And the results come out at last to prove that the method contains a certain applicable value.
  • Keywords
    automated highways; backpropagation; neural nets; road safety; BP neural network algorithm; MATLAB software; Predecessors; highway safety evaluation system; highway traffic; neural network simulation; running velocity; Automated highways; Mathematical model; Neural networks; Road safety; Road transportation; Road vehicles; Shape; Telecommunication traffic; Traffic control; Vehicle safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
  • Conference_Location
    Hunan
  • Print_ISBN
    978-0-7695-3357-5
  • Type

    conf

  • DOI
    10.1109/ICICTA.2008.198
  • Filename
    4659474