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
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