2015 · 32 citations · 3 references
EngineeringAutomotive EngineeringAutonomous SystemsAutonomous VehiclesProcess ControlVehicle DynamicsLateral Vehicle DynamicsModel Predictive ControlOptimal ControlTire MechanicsVehicle ControlVehicle Control SystemsAutonomous Steering ControlAutonomous Vehicle ControlLateral DynamicsNonlinear Model Predictive ControlNonlinear Vehicle DynamicsPredictive ControlSteering ControlUnmanned Ground Vehicles
In this paper the purpose is to present a nonlinear model based predictive control of autonomous steering for the ground vehicles. The vehicle lateral dynamics mathematical model including the most important nonlinearities such as lateral tire forces, the optimal control problem and the steering control system are described. Simulation results show that this approach could provide good performances in practical applications.
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Predictive control approach to autonomous vehicle steering
Tamás Keviczky, Paolo Falcone, Francesco Borrelli et al. · 2006 · 149 citations · Full text