A systematic literature review of autonomous and connected vehicles in traffic management

F Alanazi - Applied Sciences, 2023 - mdpi.com
The emergence of autonomous vehicles and the advancement of technology over the past
several decades has increased the demand for intelligent intersection management …

[HTML][HTML] Impact of deep reinforcement learning on variable speed limit strategies in connected vehicles environments

M Gregurić, K Kušić, E Ivanjko - Engineering applications of artificial …, 2022 - Elsevier
Abstract The Variable Speed Limit (VSL) control is considered in the context of connected
vehicles acting as moving sensors, while their obedience to speed limit is enforced by a …

Efficiency and safety of traffic networks under the effect of autonomous vehicles

SM Hosseinian, H Mirzahossein - Iranian Journal of Science and …, 2023 - Springer
Efficiency and safety are two crucial aspects that have garnered significant attention in the
context of traffic networks. The investigation of autonomous vehicles (AVs) in terms of …

Variable Speed Limit Control for the Motorway–Urban Merging Bottlenecks Using Multi-Agent Reinforcement Learning

X Fang, T Péter, T Tettamanti - Sustainability, 2023 - mdpi.com
Traffic congestion is a typical phenomenon when motorways meet urban road networks. At
this special location, the weaving area is a recurrent traffic bottleneck. Numerous research …

Influence of variable speed limit control on fuel and electric energy consumption, and exhaust gas emissions in mixed traffic flows

F Vrbanić, M Miletić, L Tišljarić, E Ivanjko - Sustainability, 2022 - mdpi.com
Modern urban mobility needs new solutions to resolve high-complexity demands on urban
traffic-control systems, including reducing congestion, fuel and energy consumption, and …

Fuzzy-based variable speed limits system under connected vehicle environment: A simulation-based case study in the city of Naples

A Coppola, L Di Costanzo, L Pariota… - IEEE Open Journal of …, 2023 - ieeexplore.ieee.org
This paper handles the problem of controlling speed limits on freeways in a connected traffic
environment to reduce traffic congestion and improve both the operational and …

Spatiotemporal road traffic anomaly detection: A tensor-based approach

L Tišljarić, S Fernandes, T Carić, J Gama - Applied Sciences, 2021 - mdpi.com
The increased development of urban areas results in a larger number of vehicles on the
road network, leading to traffic congestion, which often leads to potentially dangerous …

Reinforcement learning-based dynamic zone positions for mixed traffic flow variable speed limit control with congestion detection

F Vrbanić, M Gregurić, M Miletić, E Ivanjko - Machines, 2023 - mdpi.com
Existing transportation infrastructure and traffic control systems face increasing strain as a
result of rising demand, resulting in frequent congestion. Expanding infrastructure is not a …

Motorway bottleneck probability estimation in connected vehicles environment using speed transition matrices

L Tišljarić, F Vrbanić, E Ivanjko, T Carić - Sensors, 2022 - mdpi.com
Increased development of the urban areas leads to intensive transport service demand,
especially on urban motorways. To increase traffic flow and reduce congestion, motorway …

Reinforcement learning based variable speed limit control for mixed traffic flows

F Vrbanić, E Ivanjko, S Mandžuka… - … Conference on Control …, 2021 - ieeexplore.ieee.org
Today's urban mobility requires results for resolving increasingly complex demands on the
traffic management system. Hence, the main problem is to achieve a satisfactory level of …