Cooperative Maneuvers of Highly Automated Vehicles at Urban Intersections: A Game-theoretic Approach

Björn Koopmann, Stefan Puch, Günter Ehmen, Martin Fränzle

Abstract

In this paper, we propose an approach how connected and highly automated vehicles can perform cooperative maneuvers such as lane changes and left-turns at urban intersections where they have to deal with human-operated vehicles and vulnerable road users such as cyclists and pedestrians in so-called mixed traffic. In order to support cooperative maneuvers the urban intersection is equipped with an intelligent controller which has access to different sensors along the intersection to detect and predict the behavior of the traffic participants involved. Since the intersection controller cannot directly control all road users and – not least due to the legal situation – driving decisions must always be made by the vehicle controller itself, we focus on a decentralized control paradigm. In this context, connected and highly automated vehicles use some carefully selected game theory concepts to make the best possible and clear decisions about cooperative maneuvers. The aim is to improve traffic efficiency while maintaining road safety at the same time. Our first results obtained with a prototypical implementation of the approach in a traffic simulation are promising.

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Paper Citation


in Harvard Style

Koopmann B., Puch S., Ehmen G. and Fränzle M. (2020). Cooperative Maneuvers of Highly Automated Vehicles at Urban Intersections: A Game-theoretic Approach.In Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS, ISBN 978-989-758-419-0, pages 15-26. DOI: 10.5220/0009351500150026


in Bibtex Style

@conference{vehits20,
author={Björn Koopmann and Stefan Puch and Günter Ehmen and Martin Fränzle},
title={Cooperative Maneuvers of Highly Automated Vehicles at Urban Intersections: A Game-theoretic Approach},
booktitle={Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,},
year={2020},
pages={15-26},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009351500150026},
isbn={978-989-758-419-0},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 6th International Conference on Vehicle Technology and Intelligent Transport Systems - Volume 1: VEHITS,
TI - Cooperative Maneuvers of Highly Automated Vehicles at Urban Intersections: A Game-theoretic Approach
SN - 978-989-758-419-0
AU - Koopmann B.
AU - Puch S.
AU - Ehmen G.
AU - Fränzle M.
PY - 2020
SP - 15
EP - 26
DO - 10.5220/0009351500150026