Title :
Autonomous car in path following control under side wind effect by laguerre function
Author :
Yakub, Fitri ; Mori, Yojiro
Author_Institution :
Malaysia-Japan Inst. of Technol., Univ. Teknol. Malaysia, Kuala Lumpur, Malaysia
Abstract :
In this paper, the Laguerre functions in model predictive control approach for active front and rear steering for path following of autonomous car vehicle is developed and presented. The method is based on three degree of freedom linear bicycle model with linear tire model approximation. The controller based on Laguerre functions is designed to follow the desired trajectory by stabilizing the vehicle while rejecting the side wind effects. The vehicle is performing at middle and high speed maneuvers for double lane change scenario in order to see the effect of adding rear wheel steering. The simulations results showed that the predictive control based on Laguerre functions have a potential to eliminate the unmeasured disturbance compared to delta-function which is the conventional method. It also demonstrated that the disturbance effect on the vehicle in high speed maneuvers can be stabilized by utilizing the rear wheel steering rendering undisturbed movement along the desired path along the desired path.
Keywords :
approximation theory; automobiles; bicycles; path planning; predictive control; road traffic control; stability; steering systems; trajectory control; tyres; Laguerre function; active front steering; autonomous car; delta-function; disturbance effect; double lane change scenario; high speed maneuvers; linear tire model approximation; middle speed maneuvers; model predictive control approach; path following control; rear wheel steering; side wind effect; stabilization; three degree-of-freedom linear bicycle model; trajectory following; Mathematical model; Predictive control; Simulation; Tires; Trajectory; Vehicles; Wheels;
Conference_Titel :
Robotics, Automation and Mechatronics (RAM), 2013 6th IEEE Conference on
Conference_Location :
Manila
Print_ISBN :
978-1-4799-1198-1
DOI :
10.1109/RAM.2013.6758560