2006 · 149 citations · 22 references
EngineeringAutomotive EngineeringAutonomous SystemsAutonomous VehiclesRoboticsVehicle DynamicsManeuveringManeuvering ControlModel Predictive ControlSteering DynamicsVehicle ControlVehicle Control SystemsActive Steering ControlActive Steering SystemsAutonomous Steering ControlAutonomous Vehicle ControlDouble Lane Change ManeuverPredictive ControlStabilizationSteering Control
A model predictive control (MPC) approach to active steering is presented for autonomous vehicle systems. The controller is designed to stabilize a vehicle along a desired path while rejecting wind gusts and fulfilling its physical constraints. Simulation results of a side wind rejection scenario and a double lane change maneuver on slippery surfaces show the benefits of the systematic control methodology used. A trade-off between the vehicle speed and the required preview on the desired path for vehicle stabilization is highlighted
22
Constrained model predictive control: Stability and optimality
D.Q. Mayne, James B. Rawlings, Christopher V. Rao et al. · Automatica · 2000 · 8.5K citations
Model predictive control: Theory and practice—A survey
Carlos E. García, David M. Prett, Manfred Morari · Automatica · 1989 · 5.3K citations
The explicit linear quadratic regulator for constrained systems
Alberto Bemporad, Manfred Morari, Vivek Dua et al. · Automatica · 2002 · 3.2K citations