VEHICLE CONTROL BY COMPUTER VISION

被引:28
作者
MANIGEL, J
LEONHARD, W
机构
[1] Technical University Braunschweig, Institut für Regelungstechnik
关键词
D O I
10.1109/41.141618
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A method is described for guiding an autonomous vehicle along roadways based on visual signals. The vehicle is to follow a white guideline on a flat road sensed by a computer-controlled display (CCD) camera. The camera, mounted behind the windscreen of the vehicle, looks forward and down, detecting an area between 5 and 25 m ahead. An image processor (based on Transputers T800) scans the image for the borderline of the road. The line coordinates detected by the image processor are transmitted via Transputer Links to another Transputer Network. The implemented algorithm uses geometric coordinate-transformation and a dynamical model (Kalman filter) to identify the road curvature ahead and the relative position of the vehicle on the road. The reference angle for the electrical steering servo is computed from the lateral deviation, the yaw-angle deviation, the road-curvature, and the velocity of the vehicle. Altogether, it takes.about 70 ms per image for recognition and control. So far we have tested the method by simulation and with a VW Bus Caravelle on typical Autobahn scenes at a velocity of up to 120 km/h.
引用
收藏
页码:181 / 188
页数:8
相关论文
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