IEEE Control Systems · 2009 · 137 citations · 28 references
EngineeringAutomotive EngineeringMechatronics EngineeringAutomotive ElectronicsVehicle DynamicsVehicle TestingAutomotive Embedded SystemsKalman FilteringKinematics Of Vehicle MotionTracking SystemsVehicle ControlVehicle Dynamics TestingComputational Complexity In DynamicsMotion State EstimationNonlinear ObserversSideslip Angle DynamicsSideslip ControlSideslip StabilityVehicle Sideslip DynamicsVehicle State Estimation
The objective of this article is to develop a vehicle sideslip observer that takes the nonlinearities of the system into account, both in the theoretical analysis and the design. The design goals include reduction of the computational complexity compared to the EKF, to make the observer suitable for implementation in the embedded hardware, and a reduction in the number of tuning parameters compared to the EKF. Design is based on a standard sensor configuration, and is subjected to the extensive testing in the realist conditions.
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Vehicle velocity estimation using nonlinear observers
Lars Imsland, Tor Arne Johansen, Thor I. Fossen et al. · Automatica · 2006 · 211 citations
Engineering, Automotive Engineering, Mechanical Engineering +14