Title :
Lane-change manoeuvres for vision-based vehicle
Author :
Kato, Shin ; Tomita, Kohji ; Tsugawa, Sadayuki
Author_Institution :
Lab. of Mech. Eng., AIST, Ibaraki, Japan
Abstract :
This paper describes algorithms of path generation and lateral control of an automated vehicle with a vision system for autonomous navigation and lane-change manoeuvres. The vision system detects reference lines along which the vehicle is guided. The lateral control consists of steps of reference line detection, path generation, and lateral control calculation. A coefficient of a cubic curve that approximates a series of sampled points on the reference line provides the lateral control. The approximation can be done with a series of sampled points that are detected on the reference line in the field of view with image processing. A path for various manoeuvres including lane-changing is generated by shifting the series of sampled points. Simulation studies and outdoor experiments were conducted to show the feasibility of the algorithms
Keywords :
computer vision; edge detection; intelligent control; navigation; optical tracking; position control; road vehicles; automated road vehicle; autonomous navigation; computer vision; intelligent vehicles; lane-changing; lateral control; line detection; path generation; Algorithm design and analysis; Approximation algorithms; Automatic generation control; Control systems; Error correction; Least squares approximation; Machine vision; Mobile robots; Remotely operated vehicles; Road vehicles;
Conference_Titel :
Intelligent Transportation System, 1997. ITSC '97., IEEE Conference on
Conference_Location :
Boston, MA
Print_ISBN :
0-7803-4269-0
DOI :
10.1109/ITSC.1997.660463