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
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