DocumentCode
2314977
Title
Lateral guidance of an autonomous vehicle by a fuzzy logic controller
Author
Zalila, Zyed ; Bonnay, Frédéric ; Coffin, Florent
Author_Institution
Fuzzy Logic Group, Univ. of Technol. of Compiegne, France
Volume
2
fYear
1998
fDate
11-14 Oct 1998
Firstpage
1996
Abstract
This study is the fruit of cooperative research between Renault and the Fuzzy Logic Group at the University of Technology of Compiegne. Emphasizing the driver´s comfort, our main objective was to design and tune an active driver assistance enabling and ensuring automatic guidance, while at any time allowing the driver to take over control of his vehicle. A fuzzy logic controller (FLC) has been developed and implemented on a Renault Safrane, ensuring transversal control of the car. An on-board CCD camera, connected to an image processing unit, delivers the specific data required for the guidance controller. The FLC processes these data and generates a set point of steering wheel torque which is delivered to a classic PI regulator controlling an electric motor implanted in the steering column of the prototype. Simulation results show the convergence, over a large range of longitudinal speeds, between the trajectory output of a vehicle model-controlled by the FLC-and the reference trajectory to be followed: the controller is also robust to any perturbation such as gusts of wind or violent swerves of the wheel. Currently, experimental tests on road yield satisfactory results: the FLC generates a nonoscillating smooth and comfortable trajectory in hands-off driving situations, while it arouses a real feeling of trust and helpfulness when the driver keeps his hands on the steering wheel. An ergonomics study carried out concurrently will enable us to refine our copiloting system
Keywords
automobiles; automotive electronics; fuzzy control; robust control; PI regulator; Renault Safrane; active driver assistance; automatic guidance; autonomous vehicle; car; convergence; cooperative research; copilot; copiloting system; driver comfort; electric motor; fuzzy logic controller; image processing unit; lateral guidance; nonoscillating smooth comfortable trajectory; on-board CCD camera; steering wheel torque; transversal control; Automatic control; Charge coupled devices; Charge-coupled image sensors; Fuzzy logic; Image processing; Mobile robots; Navigation; Remotely operated vehicles; Vehicle driving; Wheels;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics, 1998. 1998 IEEE International Conference on
Conference_Location
San Diego, CA
ISSN
1062-922X
Print_ISBN
0-7803-4778-1
Type
conf
DOI
10.1109/ICSMC.1998.728190
Filename
728190
Link To Document