Trajectories and Platoon-forming Algorithm for Intersections with Heterogeneous Autonomous Traffic

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Samenvatting

The anticipated launch of fully autonomous vehicles presents an opportunity to develop and implement novel traffic management systems. Intersections are one of the bottlenecks for urban traffic, which offer tremendous potential for efficiency improvements. Platoon-forming algorithms, in which vehicles are grouped together with short inter-vehicular distances just before arriving at an intersection, seem particularly promising in this aspect. In this work, we present an intersection access control system based on platoon-forming for heterogeneous autonomous traffic. The heterogeneity of traffic arises from vehicles with different acceleration capabilities and safety constraints. We focus on obtaining computationally fast and interpretable closed-form expressions for safe and efficient vehicle trajectories enabling platoon formation and show that these trajectories are solutions to certain optimisation problems. Additionally, we conduct a numerical study to obtain approximations for intersection capacity as a result of such platoon formation.
Originele taal-2Engels
Artikelnummer10
Aantal pagina's32
TijdschriftACM Journal on Autonomous Transportation Systems
Volume2
Nummer van het tijdschrift3
Vroegere onlinedatum13 dec. 2024
DOI's
StatusE-publicatie vóór gedrukte publicatie - 13 dec. 2024

Financiering

This research was supported by the European Union’s Horizon 2020 research and innovation programme under the Marie Skłodowska-Curie grant agreement no. 945045, and by the NWO Gravitation project NETWORKS under grant no. 024.002.003.

Trefwoorden

  • eess.SY
  • cs.SY
  • math.OC
  • math.PR

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  • Best Poster Award

    Joshi, P. (Ontvanger), 26 okt. 2023

    Prijs: AndersWerk, activiteit of publicatie gerelateerde prijzen (lifetime, best paper, poster etc.)Wetenschappelijk

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