• DocumentCode
    1415896
  • Title

    Estimation of Lane Marker Parameters With High Correlation to Steering Signal

  • Author

    Demcenko, A. ; Tamosiunaite, Minijia ; Vidugiriene, Ausra ; Jakevicius, L.

  • Author_Institution
    Dept. of Appl. Inf., Vytautas Magnus Univ., Kaunas, Lithuania
  • Volume
    13
  • Issue
    2
  • fYear
    2012
  • fDate
    6/1/2012 12:00:00 AM
  • Firstpage
    962
  • Lastpage
    967
  • Abstract
    This paper considers the design and analysis of lane marker parameters in 2-D images. Five different parameters, which have high correlation to the steering angle of a vehicle, are proposed, and their correspondence to the steering signal is analyzed. The parameters are based on the position, angle, area, and curvature of the lane marker and have not been reported in the literature before, except the curvature. A new derivative-free method is proposed for curvature estimation. The stability of the proposed parameters is analyzed with respect to the look-ahead distance. Possible application of the parameters for overtaking detection is presented. This paper is performed using signals from real country road driving.
  • Keywords
    driver information systems; object detection; parameter estimation; stability; steering systems; 2D images; curvature estimation; derivative-free method; lane marker parameter analysis; lane marker parameter estimation; overtaking detection; parameter stability; real country road driving; steering signal analysis; vehicle steering angle; Correlation; Estimation; Roads; Solids; Stability analysis; Vectors; Vehicles; Driver´s assistance; human-like driving; lane marker; steering signal;
  • fLanguage
    English
  • Journal_Title
    Intelligent Transportation Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1524-9050
  • Type

    jour

  • DOI
    10.1109/TITS.2011.2179535
  • Filename
    6123207