Estimation of lane marker parameters with high correlation to steering signal

Demcenko, A. , Tamosiunaite, M., Vidugiriene, A. and Jakevicius, L. (2012) Estimation of lane marker parameters with high correlation to steering signal. IEEE Transactions on Intelligent Transportation Systems, 13(2), pp. 962-967. (doi: 10.1109/TITS.2011.2179535)

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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.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Demcenko, Dr Andriejus
Authors: Demcenko, A., Tamosiunaite, M., Vidugiriene, A., and Jakevicius, L.
College/School:College of Science and Engineering > School of Engineering > Biomedical Engineering
Journal Name:IEEE Transactions on Intelligent Transportation Systems
Publisher:Institute of Electrical and Electronics Engineers
ISSN:1524-9050
ISSN (Online):1558-0016

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