Title :
Robust Estimation of Road Frictional Coefficient
Author :
Ahn, Changsun ; Peng, Huei ; Tseng, Hongtei Eric
Author_Institution :
Dept. of Mech. Eng., Univ. of Michigan, Ann Arbor, MI, USA
Abstract :
Knowledge of tire force potential, i.e., tire-road frictional coefficient, is important for vehicle active safety systems because tire-road friction is an effective measure of the safety margin of vehicle dynamics. For vehicle handling dynamics, the frictional coefficient is highly coupled with tire slip angle, therefore, they need to be estimated simultaneously when the latter is not measured. This paper presents an estimation algorithm based on a robust adaptive observer methodology. Stability and robustness of this observer are analyzed numerically. The performance is analyzed using computer simulations and experiments under various road and steering conditions.
Keywords :
adaptive control; control system synthesis; friction; nonlinear control systems; observers; road safety; roads; robust control; steering systems; tyres; vehicle dynamics; observer robustness; observer stability; road condition; road frictional coefficient; robust adaptive observer methodology; robust estimation; steering condition; tire force potential; tire slip angle; tire-road frictional coefficient; vehicle active safety system; vehicle dynamics safety margin; vehicle handling dynamics; Friction; Observers; Roads; Stability analysis; Tires; Vehicles; Active safety; brush tire model; friction coefficient; nonlinear observer; state estimation;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2011.2170838