Title :
Vision based steering controller for intelligent vehicles via fuzzy logic
Author :
Ling, Rui ; Shen, Huan ; Gu, Jun ; Mao, Jianguo ; Zhang, Yanzhao ; Miao, Xiaodong ; Zhang, Huiyu
Author_Institution :
Coll. of Energy & Power Eng., Nanjing Univ. of Aeronaut. & Astronaut., Nanjing, China
Abstract :
This paper presents the design and stability analysis of a steering controller. The objective of the controller is to steer a ground vehicle along a reference line located in the middle of the lane to be followed. An adaptive steering controller for ground vehicles through a closed loop control strategy is proposed. To design the maneuver controller, fuzzy logic is used to imitate human drivers´ behavior. Based on the widely used dynamic vehicle model, the stability of the designed controller is proved. Simulation results are presented to illustrate the adaptability of the proposed control strategy for different lane curvature inputs.
Keywords :
adaptive control; closed loop systems; control system synthesis; fuzzy control; position control; road vehicles; stability; steering systems; adaptive steering controller; closed loop control; design; fuzzy logic; ground vehicle; intelligent vehicles; maneuver controller; stability analysis; vision based steering controller; Gravity; Hardware; Navigation; closed loop; fuzzy control; intelligent vehicle; lane detection; steering control;
Conference_Titel :
Electronics and Optoelectronics (ICEOE), 2011 International Conference on
Conference_Location :
Dalian, Liaoning
Print_ISBN :
978-1-61284-275-2
DOI :
10.1109/ICEOE.2011.6013519