Predictive control approach to autonomous vehicle steering

Tamás Keviczky, Paolo Falcone, Francesco Borrelli, Jahan Asgari, Davor Hrovat

2006 · 149 citations · 22 references

DOIFull text

Open access

Concepts

Abstract

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

References

22