• 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