Experimental studies on dynamics performance of lateral and longitudinal control for autonomous vehicle using image processing

K Isa - 2008 IEEE 8th International Conference on Computer …, 2008 - ieeexplore.ieee.org
2008 IEEE 8th International Conference on Computer and Information …, 2008ieeexplore.ieee.org
This paper presents a simulation of vehicle driving control system in terms of lateral and
longitudinal control using image processing. The main contribution of this study is it
contributes an algorithm of vehicle lane detection and tracking which based on colour cue
segmentation, Canny edge detection and Hough transform. The algorithm gave good result
in detecting straight and smooth curvature lane on highway even the lane was affected by
shadow. Then by combining and processing the result of lane detection process with vehicle …
This paper presents a simulation of vehicle driving control system in terms of lateral and longitudinal control using image processing. The main contribution of this study is it contributes an algorithm of vehicle lane detection and tracking which based on colour cue segmentation, Canny edge detection and Hough transform. The algorithm gave good result in detecting straight and smooth curvature lane on highway even the lane was affected by shadow. Then by combining and processing the result of lane detection process with vehicle dynamics model, this system will produce the dynamics performance of vehicle driving control. This simulation system was divided into four subsystems: sensor, image processing, controller and vehicle. All the methods have been tested on video data and the experimental results have demonstrated a fast and robust system.
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