• DocumentCode
    2438868
  • Title

    Influence analysis of driver factors on driving reliability under raining environment

  • Author

    Liu, Zhaohui ; Wang, Chao ; Sun, Yanyan ; Sun, Tianjiao

  • Author_Institution
    Coll. of Resources & Environ. Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
  • fYear
    2011
  • fDate
    24-26 June 2011
  • Firstpage
    417
  • Lastpage
    420
  • Abstract
    In order that researches the influence of driver factors on driving reliability under raining environment, this paper utilizes method of Principal Component Analysis to obtain representative indexes in five main driver parameters of sight, perception reaction capacity, perceptive capacity of environment, concentrating degree of attention and impatient emotion, therefore illuminates important influence of key driver factors on driving reliability. Results of case indicate that the method can effectually transform multitudinous indexes with linear correlation in influence factors set of traffic safety into representative linearly independent index variable, which provides new means for quantitative analyzing holistic reliability of driver-vehicle-environment system under complicated conditions, and provides theoretical basis for building evaluation model of driving reliability.
  • Keywords
    principal component analysis; road safety; road traffic; transportation; concentrating degree of attention; driver factors; driver sight parameter; driver-vehicle-environment system; driving reliability; impatient emotion; linearly independent index variable; perception reaction capacity; perceptive capacity of environment; principal component analysis; raining environment; traffic safety; transportation system; Driver circuits; Eigenvalues and eigenfunctions; Indexes; Principal component analysis; Rain; Reliability theory; Driver factors; Driving reliability; Principal Component Analysis; Raining; Traffic safety;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Remote Sensing, Environment and Transportation Engineering (RSETE), 2011 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-9172-8
  • Type

    conf

  • DOI
    10.1109/RSETE.2011.5964301
  • Filename
    5964301