A dynamic programming MPC approach for automatic driving along tracks and its realization with online steering controllers
Titel Konferenzpublikation:
20th IFAC World Congress
Zeitschrift:
IFAC-PapersOnLine
Jahrgang:
50
Heftnummer:
1
Veranstalter (Körperschaft):
International Federation of Automatic Control
Konferenztitel:
International Federation of Automatic Control World Congress (20., 2017, Toulouse)
Tagungsort:
Toulouse
Jahr der Konferenz:
2017
Datum Beginn der Konferenz:
09.07.2017
Datum Ende der Konferenz:
14.07.2017
Verlegende Institution:
ScienceDirect
Verlag:
Elsevier Ltd
Jahr:
2017
Seiten von - bis:
8686-8691
Sprache:
Englisch
Schlagwörter:
optimal control ; dynamic programming ; steering controller ; RC car ; iGPS
Abstract:
The paper is concerned with the computation of trajectories along a given track for automatic cars using a dynamic programming approach in combination with a model predictive control strategy, which leads to a feedback control law providing a local reference trajectory In addition, the setup of a testing environment using scale RC cars is described, which allows to verify and test control strategies in realtime. Results of experiments are presented that show the ability of the online controllers to track the reference paths at a good precision. «
The paper is concerned with the computation of trajectories along a given track for automatic cars using a dynamic programming approach in combination with a model predictive control strategy, which leads to a feedback control law providing a local reference trajectory In addition, the setup of a testing environment using scale RC cars is described, which allows to verify and test control strategies in realtime. Results of experiments are presented that show the ability of the online controllers... »