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
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