Building a lane merge coordination for connected vehicles using deep reinforcement learning

O Nassef, L Sequeira, E Salam… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
This article presents a data-driven framework for trajectory recommendation in automated
and cooperative driving. The considered cooperative driving maneuver is lane-merge …

A lane merge coordination model for a V2X scenario

L Sequeira, A Szefer, J Slome… - … on Networks and …, 2019 - ieeexplore.ieee.org
Cooperative driving using connectivity services has been a promising avenue for
autonomous vehicles, with the low latency and further reliability support provided by 5 th …

Infrastructure support for cooperative maneuvers in connected and automated driving

A Correa, R Alms, J Gozalvez… - 2019 IEEE Intelligent …, 2019 - ieeexplore.ieee.org
Connected and automated vehicles can exploit V2X communications to coordinate their
maneuvers and improve the traffic safety and efficiency. To support such coordination, ETSI …

Novel decision-making strategy for connected and autonomous vehicles in highway on-ramp merging

Z el abidine Kherroubi, S Aknine… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
High-speed highway on-ramp merging is a significant challenge toward realizing fully
automated driving (level 4). Connected Autonomous Vehicles (CAVs), that combine …

Interactive ramp merging planning in autonomous driving: Multi-merging leading PGM (MML-PGM)

C Dong, JM Dolan, B Litkouhi - 2017 IEEE 20th International …, 2017 - ieeexplore.ieee.org
Cooperative driving behavior is essential for driving in traffic, especially for ramp merging,
lane changing or navigating intersections. Autonomous vehicles should also manage these …

Cooperative automated lane merge with role-based negotiation

L Eiermann, O Sawade, S Bunk… - 2020 IEEE Intelligent …, 2020 - ieeexplore.ieee.org
Recent years have seen steady advance in automated vehicle research and development.
Similarly, communication between vehicles is not only seen as a telematics function …

Smooth behavioral estimation for ramp merging control in autonomous driving

C Dong, JM Dolan, B Litkouhi - 2018 IEEE Intelligent Vehicles …, 2018 - ieeexplore.ieee.org
Cooperative driving behavior is essential for driving in traffic, especially for ramp merging,
lane changing or navigating intersections. Autonomous vehicles should also man-age these …

Cooperative automated driving use cases for 5G V2X communication

I Llatser, T Michalke, M Dolgov… - 2019 IEEE 2nd 5G …, 2019 - ieeexplore.ieee.org
Cooperative Automated Driving (CAD) brings together driving automation technology with
vehicle-to-X (V2X) communication in order to enable vehicles to coordinate their driving …

[HTML][HTML] Comparative study of cooperative platoon merging control based on reinforcement learning

A Irshayyid, J Chen - Sensors, 2023 - mdpi.com
The time that a vehicle merges in a lane reduction can significantly affect passengers' safety,
comfort, and energy consumption, which can, in turn, affect the global adoption of …

Generating merging strategies for connected autonomous vehicles based on spatiotemporal information extraction module and deep reinforcement learning

S Wang, H Fujii, S Yoshimura - Physica A: Statistical Mechanics and its …, 2022 - Elsevier
A major challenge concerning a mixed traffic flow system, composed of connected
autonomous vehicles (CAVs) and human-driven vehicles (HDVs), is how to improve overall …