DocumentCode
3576118
Title
Kinematics-based parameter-varying observer design for sideslip angle estimation
Author
Haiping Du ; Weihua Li
Author_Institution
Sch. of Electr., Comput. & Telecommun. Eng., Univ. of Wollongong, Wollongong, NSW, Australia
fYear
2014
Firstpage
2042
Lastpage
2047
Abstract
This paper presents a novel design of kinematics-based observer for vehicle sideslip angle estimation. A parameter-varying model is firstly obtained by regarding the measured yaw rate as a varying parameter. A yaw rate scheduled parameter-varying observer is then constructed using the measured yaw rate and accelerations, and is designed to be robust against the measurement noises. The conditions for designing such an observer are derived in terms of linear matrix inequalities (LMIs). Numerical simulations on a nonlinear 8-DOF vehicle dynamics model and experimental data are used to validate the effectiveness of the proposed approach. The results show that the designed observer can effectively estimate the vehicle sideslip angle regardless of the measurements with noises.
Keywords
acceleration control; kinematics; linear matrix inequalities; noise measurement; nonlinear control systems; observers; slip; vehicle dynamics; LMI; accelerations; kinematics-based parameter-varying observer design; linear matrix inequalities; measured yaw rate; measurement noises; nonlinear 8-DOF vehicle dynamics model; numerical simulations; parameter-varying model; vehicle sideslip angle estimation; yaw rate scheduled parameter-varying observer; Accelerometers; Kinematics; Noise; Noise measurement; Observers; Vehicles; kinematics model; observer; parameter-varying system; sideslip angle estimation;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Control (ICMC), 2014 International Conference on
Print_ISBN
978-1-4799-2537-7
Type
conf
DOI
10.1109/ICMC.2014.7231925
Filename
7231925
Link To Document