Title :
A fault tolerant control design for automatic steering control of ground vehicles
Author :
Fekih, Afef ; Seelem, S.R.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Louisiana at Lafayette, Lafayette, LA, USA
Abstract :
A fault tolerant control approach that combines the optimal properties of Linear Quadratic Regulator (LQR) design with an observer based fault detection scheme is proposed for the steering control of a ground vehicle subject to sensor faults. In the proposed approach the linear quadratic regulator is used to steer the ground vehicle along a reference line in the lane, while maintaining small steady state error with minimum control cost. The system is augmented with an observer based fault detection method to detect, identify and accommodate sensor faults, when they occur. Computer simulations show the effectiveness of the proposed fault tolerant control strategy under various driving conditions. Simplicity of the overall scheme, minimization of the required energy and the stabilization of the system under both faulty and fault free conditions are the main positive features of the proposed approach.
Keywords :
control system synthesis; fault diagnosis; fault tolerance; linear quadratic control; minimisation; observers; road vehicles; sensors; steering systems; LQR design; automatic ground vehicle steering control; computer simulations; fault free conditions; fault tolerant control approach; fault tolerant control design; linear quadratic regulator design; observer based fault detection method; reference line; sensor faults; steady state error; Fault diagnosis; Fault tolerance; Fault tolerant systems; Land vehicles; Observers; Roads; Fault tolerant control; automatic steering; ground vehicles; sensor faults;
Conference_Titel :
Control Applications (CCA), 2012 IEEE International Conference on
Conference_Location :
Dubrovnik
Print_ISBN :
978-1-4673-4503-3
Electronic_ISBN :
1085-1992
DOI :
10.1109/CCA.2012.6402714