TY - JOUR
T1 - Multiple model adaptive back-stepping control for antilock braking system based on LuGre dynamic tyre model
AU - Yu, Hongxiao
AU - Qi, Zhiquan
AU - Duan, Jianmin
AU - Taheri, Saied
AU - Ma, Yuefeng
N1 - Publisher Copyright:
© 2015 Inderscience Enterprises Ltd.
PY - 2015
Y1 - 2015
N2 - Vehicle stability control systems play an essential role in helping the driver maintain vehicle control. This paper addresses a control scheme for antilock braking system (ABS). In this control scheme, first, a quarter model of the vehicle's longitudinal dynamic system is developed, which includes the LuGre tyre/road dynamic friction model. Then, a non-linear controller is developed using the multiple models adaptive controls (MMAC) methodology. The control system models are divided into high adhesion, middle adhesion, low adhesion fixed models and an adaptive model. Backstepping and adaptive back-stepping controller are designed for fixed and adaptive models, respectively. The index function is used to switch the control rule by searching the minimum index value. Our proposed ABS controller's stability is proved by the Lyapunov stability theorem. Finally, the results of the simulation in the different surface conditions show that MMAC is better than other controllers and achieves great and robust braking performance.
AB - Vehicle stability control systems play an essential role in helping the driver maintain vehicle control. This paper addresses a control scheme for antilock braking system (ABS). In this control scheme, first, a quarter model of the vehicle's longitudinal dynamic system is developed, which includes the LuGre tyre/road dynamic friction model. Then, a non-linear controller is developed using the multiple models adaptive controls (MMAC) methodology. The control system models are divided into high adhesion, middle adhesion, low adhesion fixed models and an adaptive model. Backstepping and adaptive back-stepping controller are designed for fixed and adaptive models, respectively. The index function is used to switch the control rule by searching the minimum index value. Our proposed ABS controller's stability is proved by the Lyapunov stability theorem. Finally, the results of the simulation in the different surface conditions show that MMAC is better than other controllers and achieves great and robust braking performance.
KW - ABS
KW - Antilock braking system
KW - Back-stepping
KW - LuGre model
KW - Multiple models adaptive control
UR - http://www.scopus.com/inward/record.url?scp=84948411412&partnerID=8YFLogxK
U2 - 10.1504/IJVD.2015.073120
DO - 10.1504/IJVD.2015.073120
M3 - Article
AN - SCOPUS:84948411412
SN - 0143-3369
VL - 69
SP - 168
EP - 184
JO - International Journal of Vehicle Design
JF - International Journal of Vehicle Design
IS - 1-4
ER -