Design of tyre force excitation for tyre–road friction estimation

ABSTRACT Knowledge of the current tyre–road friction coefficient is essential for future autonomous vehicles. The environmental conditions, and the tyre–road friction in particular, determine both the braking distance and the maximum cornering velocity and thus set the boundaries for the vehicle. Tyre–road friction is difficult to estimate during normal driving due to low levels of tyre force excitation. This problem can be solved by using active tyre force excitation. A torque is added to one or several wheels in the purpose of estimating the tyre–road friction coefficient. Active tyre force excitation provides the opportunity to design the tyre force excitation freely. This study investigates how the tyre force should be applied to minimise the error of the tyre–road friction estimate. The performance of different excitation strategies was found to be dependent on both tyre model choice and noise level. Furthermore, the advantage with using tyre models with more parameters decreased when noise was added to the force and slip ratio.

[1]  Davor Hrovat,et al.  Experimental Analysis of Potentials for Tire Friction Estimation in Low-Slip Operating Mode , 2006 .

[2]  J. Christian Gerdes,et al.  Consistent nonlinear estimation of longitudinal tire stiffness and effective radius , 2005, IEEE Transactions on Control Systems Technology.

[3]  Laura R. Ray,et al.  Nonlinear Tire Force Estimation and Road Friction Identification: Simulation and Experiments, , 1997, Autom..

[4]  Jacob Svendenius,et al.  Tire Modeling and Friction Estimation , 2007 .

[5]  W. R. Pasterkamp,et al.  The Tyre As Sensor To Estimate Friction , 1997 .

[6]  H. Dugoff,et al.  Tire performance characteristics affecting vehicle response to steering and braking control inputs. Final report , 1969 .

[7]  Cornelia Lex Estimation of the Maximum Coefficient of Friction between Tire and Road Based on Vehicle State Measurements , 2015 .

[8]  Yan Chen,et al.  Adaptive Vehicle Speed Control With Input Injections for Longitudinal Motion Independent Road Frictional Condition Estimation , 2011, IEEE Transactions on Vehicular Technology.

[9]  Changsun Ahn,et al.  Robust estimation of road friction coefficient , 2011, Proceedings of the 2011 American Control Conference.

[10]  Jens Eliasson,et al.  Road surface information system , 2012 .

[11]  Hans B. Pacejka,et al.  Tyre Modelling for Use in Vehicle Dynamics Studies , 1987 .

[12]  Fredrik Bruzelius,et al.  Identification of tyre characteristics using active force excitation , 2016 .

[13]  Fredrik Gustafsson,et al.  Slip-based tire-road friction estimation , 1997, Autom..

[14]  Ari Juhani Tuononen,et al.  Tire friction potential estimation from measured tie rod forces , 2011, 2011 IEEE Intelligent Vehicles Symposium (IV).

[15]  Ulf Sandberg Influence of road surface texture on traffic characteristics related to environment, economy and safety : A state-of-the-art study regarding measures and measuring methods , 1998 .