Title :
Estimation of tire cornering stiffness using GPS to improve model based estimation of vehicle states
Author :
Anderson, Rusty ; Bevly, David M.
Author_Institution :
Auburn Univ., AL, USA
Abstract :
This paper demonstrates a method of obtaining key vehicle states using GPS and INS measurements with an adaptive model based estimator. A dual antenna GPS attitude system is used to estimate tire cornering stiffness. This estimated parameter is updated in the estimator model to provide more accurate estimates of the vehicle states. The experimental results for the estimate of sideslip and yaw rate using the updated estimator model compare favorable to values predicted by the theoretical model.
Keywords :
Global Positioning System; Kalman filters; adaptive control; traffic engineering computing; tyres; vehicle dynamics; INS measurement; adaptive model based estimator; dual antenna GPS attitude system; tire cornering stiffness estimation; vehicle states model based estimation; Antenna measurements; Control systems; Global Positioning System; Goniometers; Gyroscopes; Predictive models; State estimation; Tires; Vehicles; Velocity measurement;
Conference_Titel :
Intelligent Vehicles Symposium, 2005. Proceedings. IEEE
Print_ISBN :
0-7803-8961-1
DOI :
10.1109/IVS.2005.1505203