Title :
Cascade Architecture for Lateral Control in Autonomous Vehicles
Author :
Pérez, Joshué ; Milanés, Vicente ; Onieva, Enrique
Author_Institution :
Ind. Comput. Sci. Dept., Univ. Politec. de Madrid, Madrid, Spain
fDate :
3/1/2011 12:00:00 AM
Abstract :
Research on intelligent transport systems (ITSs) is steadily leading to safer and more comfortable control for vehicles. Systems that permit longitudinal control have already been implemented in commercial vehicles, acting on throttle and brake. Nevertheless, lateral control applications are less common in the market. Since a too-sudden turn of the steering wheel can cause an accident in a few seconds, good speed and position control of the steering wheel is essential. We present here a new cascade control architecture based on fuzzy logic controllers that emulate a human driver´s behavior. The control architecture was tested on a real vehicle at different vehicle speeds. The results showed the use of a straightforward and intuitive fuzzy controller to give good performance.
Keywords :
fuzzy control; fuzzy logic; position control; steering systems; traffic control; autonomous vehicle; cascade architecture; fuzzy logic controller; intelligent transport system; intuitive fuzzy controller; lateral control; position control; speed control; steering wheel; Estimation; Global Positioning System; Input variables; Torque; Trajectory; Vehicles; Wheels; Autonomous vehicles; fuzzy logic; intelligent transportation systems (ITSs); lateral control; system analysis and design;
Journal_Title :
Intelligent Transportation Systems, IEEE Transactions on
DOI :
10.1109/TITS.2010.2060722