• DocumentCode
    3048934
  • Title

    Predictive Rollover Index Based on Frontal Road Geometry and On-Line Driver Information

  • Author

    Liang-Kuang Chen ; Jian-min Huang

  • Author_Institution
    Dept. of Mech. Eng., Nat. Taiwan Univ. of Sci. & Technol., Taipei, Taiwan
  • fYear
    2013
  • fDate
    13-16 Oct. 2013
  • Firstpage
    4128
  • Lastpage
    4133
  • Abstract
    A predictive rollover index is investigated in this work. The vehicle frontal road geometry and the on-line estimated driver information are incorporated into an existing rollover index to provide the rollover indication at an early stage. Both the frontal road curvature and the current road bank angle are considered in the road information. The on-line estimated driver model needs to be selected by a screening process to rule out incorrectly estimated driver models. Driving simulator experiments and physical vehicle road tests are both conducted to collect human driving data to evaluate the proposed predictive rollover index. The preliminary results show promising benefits in generating a reasonable predictive rollover index.
  • Keywords
    driver information systems; geometry; road accidents; road safety; road vehicles; driving simulator experiments; frontal road curvature; human driving data; on-line estimated driver information; on-line estimated driver model; physical vehicle road tests; predictive rollover index; road bank angle; road information; rollover indication; screening process; vehicle frontal road geometry; Computational modeling; Geometry; Indexes; Predictive models; Roads; Vehicle dynamics; Vehicles; online driver modeling; predictive rollover index; road information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics (SMC), 2013 IEEE International Conference on
  • Conference_Location
    Manchester
  • Type

    conf

  • DOI
    10.1109/SMC.2013.704
  • Filename
    6722457