A method includes receiving planned path data, road data, and speed profile data, determining anticipatory constraints for each of the plurality of steps along a planned path using the planned path data, the road data, and the speed profile data, determining a plurality of control actions using a Model Predictive Control (MPC). The prediction model of the MPC is updated in real time with the plurality of anticipatory constraints for each of the plurality of steps along the planned path and the road data for each of the plurality of steps along the planned path. The method further includes controlling the vehicle using the plurality of control actions to cause the vehicle to autonomously follow the planned path.
METHOD OF ANTICIPATORY CONTROL FOR AUTOMATED DRIVING
2024-05-16
Patent
Elektronische Ressource
Englisch
IPC: | B60W CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION , Gemeinsame Steuerung oder Regelung von Fahrzeug-Unteraggregaten verschiedenen Typs oder verschiedener Funktion |
Integrated anticipatory control
British Library Conference Proceedings | 2004
|Anticipatory Agents Based on Anticipatory Reasoning
British Library Conference Proceedings | 2005
|Anticipatory Neurofuzzy Control
NTRS | 1994
|Anticipatory Neurofuzzy Control
Online Contents | 1994