Steering Action-aware Adaptive Cruise Control for Teleoperated Driving

Andreas Schimpe, Domagoj Majstorovic, Frank Diermeyer

Publikation: Beitrag in Buch/Bericht/KonferenzbandKonferenzbeitragBegutachtung

3 Zitate (Scopus)

Abstract

In this paper, a steering action-aware Adaptive Cruise Control (ACC) approach for teleoperated road vehicles is proposed. In order to keep the vehicle in a safe state, the ACC approach can override the human operator's velocity control commands. The safe state is defined as a state from which the vehicle can be stopped safely, no matter which steering actions are applied by the operator. This is achieved by first sampling various potential future trajectories. In a second stage, assuming the trajectory with the highest risk, a safe and comfortable velocity profile is optimized. This yields a safe velocity control command for the vehicle. In simulations, the characteristics of the approach are compared to a Model Predictive Control-based approach that is capable of overriding both, the commanded steering angle as well as the velocity. Furthermore, in teleoperation experiments with a 1:10-scale vehicle testbed, it is demonstrated that the proposed ACC approach keeps the vehicle safe, even if the control commands from the operator would have resulted in a collision.

OriginalspracheEnglisch
Titel2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022 - Proceedings
Herausgeber (Verlag)Institute of Electrical and Electronics Engineers Inc.
Seiten988-993
Seitenumfang6
ISBN (elektronisch)9781665452588
DOIs
PublikationsstatusVeröffentlicht - 2022
Veranstaltung2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022 - Prague, Tschechische Republik
Dauer: 9 Okt. 202212 Okt. 2022

Publikationsreihe

NameConference Proceedings - IEEE International Conference on Systems, Man and Cybernetics
Band2022-October
ISSN (Print)1062-922X

Konferenz

Konferenz2022 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2022
Land/GebietTschechische Republik
OrtPrague
Zeitraum9/10/2212/10/22

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