DocumentCode :
2851375
Title :
Real-time automotive slip angle estimation with nonlinear observer
Author :
Phanomchoeng, G. ; Rajamani, R. ; Piyabongkarn, D.
Author_Institution :
Univ. of Minnesota, Minneapolis, MN, USA
fYear :
2011
fDate :
June 29 2011-July 1 2011
Firstpage :
3942
Lastpage :
3947
Abstract :
This paper utilizes a new nonlinear observer design technique for estimation of slip angle in automotive applications. Inexpensive sensors that measure yaw rate and lateral acceleration and are normally available for yaw stability control systems are used. The observer design approach utilizes the mean value theorem to express the nonlinear error dynamics as a convex combination of known matrices with time varying coefficients. A modified form of the mean value theorem for vector nonlinear systems is presented. The observer gains are then obtained by solving linear matrix inequalities (LMIs). The developed approach also can enable observer design for a large class of differentiable nonlinear systems with a globally (or locally) bounded Jacobian. The developed nonlinear observer is evaluated through experimental tests on a Volvo XC90 sport utility vehicle. Detailed experimental results show that the developed nonlinear observer can reliably estimate slip angle for a variety of test maneuvers on road surfaces with different friction coefficients.
Keywords :
Jacobian matrices; automobiles; error statistics; friction; linear matrix inequalities; observers; position control; real-time systems; sensors; stability; Volvo XC90 sport utility vehicle; automotive application; bounded Jacobian system; convex combination; differentiable nonlinear system; friction coefficient; lateral acceleration; linear matrix inequality; mean value theorem; nonlinear error dynamics; nonlinear observer design technique; observer gain; real-time automotive slip angle estimation; time varying coefficient; yaw stability control system; Global Positioning System; Mathematical model; Observers; Roads; Tires; Vehicles;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
ISSN :
0743-1619
Print_ISBN :
978-1-4577-0080-4
Type :
conf
DOI :
10.1109/ACC.2011.5991054
Filename :
5991054
Link To Document :
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