DocumentCode :
3542166
Title :
Virtual sensors design in vehicle sideslip angle and velocity of the centre of gravity estimation
Author :
Zhang, Wei ; Ding, Nenggen ; Yu, Guizhen ; Zhou, Wei
Author_Institution :
Sch. of Transp. Sci. & Eng., Beihang Univ., Beijing, China
fYear :
2009
fDate :
16-19 Aug. 2009
Abstract :
The aim of an observer (virtual sensor) is to estimate a special variable from available information and a system model. The vehicle sideslip angle and velocity of the centre of gravity (Vg) are the important parameters in the vehicle stability control system. Extended Luenberger observer, extended Kalman filter and sliding-mode observer (SMO) are the widely used to observe the two parameters. Chattering is usually caused by a sign function in the SMO, so a hyperbolic tangent switching function is used instead of the sign function to overcome the chattering problem in this paper. The SMO with the hyperbolic tangent switching function is used to estimate the tire-road forces, and then the sideslip angle and Vg are calculated using the single-track model. The accuracy and robustness of the proposed observer are proved by the results of the simulator ve-DYNA under different conditions.
Keywords :
Kalman filters; angular velocity control; hyperbolic equations; observers; parameter estimation; road safety; stability; variable structure systems; vehicle dynamics; centre of gravity estimation; chattering problem; extended Kalman filter; extended Luenberger observer; hyperbolic tangent switching function; single-track model; sliding-mode observer; ve-DYNA simulator; vehicle sideslip angle; vehicle sideslip velocity; vehicle stability control system; virtual sensors design; Automotive engineering; Gravity; Instruments; Road transportation; Road vehicles; Sensor systems; Software testing; Stability; Vehicle dynamics; Vehicle safety; hyperbolic tangent; observer (virtual sensors); sliding-mode observer (SMO); ve-DYNA;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronic Measurement & Instruments, 2009. ICEMI '09. 9th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-3863-1
Electronic_ISBN :
978-1-4244-3864-8
Type :
conf
DOI :
10.1109/ICEMI.2009.5274228
Filename :
5274228
Link To Document :
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