Artificial Intelligence and Machine Learning as key enablers for V2X communications: A comprehensive survey

M Christopoulou, S Barmpounakis, H Koumaras… - Vehicular …, 2023‏ - Elsevier
The automotive industry is undergoing a profound digital transformation to create
autonomous vehicles. Vehicle-to-Everything (V2X) communications enable the provisioning …

A V2V emergent message dissemination scheme for 6G-oriented vehicular networks

C Chen, W Chenyu, C Li, X Ming… - Chinese Journal of …, 2023‏ - ieeexplore.ieee.org
To ensure traffic safety and improve traffic efficiency, vehicular networks come up with
multiple types of messages for safety and efficiency applications. In sixth-generation (6G) …

Resource allocation in V2X communication: State-of-the-art and research challenges

A Nair, S Tanwar - Physical Communication, 2024‏ - Elsevier
This paper explores the multifaceted domain of resource allocation (RA) in vehicle-to-
everything (V2X) communication, emphasizing its pivotal role in advancing intelligent …

Federated learning enabled SDN for routing emergency safety messages (ESMs) in IoV under 5G environment

DH Hussein, S Askar - IEEE Access, 2023‏ - ieeexplore.ieee.org
The emerging fifth-generation (5G) technology towards Internet of Vehicles (IoV) provides
numerous advantages, such as lower levels of latency, stable link connections, and support …

DQN Algorithm for network resource management in vehicular communication network

V Agarwal, S Sharma - International Journal of Information Technology, 2023‏ - Springer
To guarantee the effective utilization of time when users are stuck in network traffic
congestion, it is necessary to train a reinforcement learning agent that tells those routes to …

Evaluation of the effectiveness of vulnerable road user clustering in C-V2X systems

M Rupp, L Wischhof - 2023 IEEE International Conference on …, 2023‏ - ieeexplore.ieee.org
Vulnerable Road Users (VRUs) are at special risk in road traffic. The dissemination of
information about VRUs in Intelligent Transportation Systems (ITS) can help to protect VRUs …

[HTML][HTML] An optimal resource assignment and mode selection for vehicular communication using proximal on-policy scheme

I Budhiraja, A Alphy, P Pandey, S Garg, BJ Choi… - Alexandria Engineering …, 2024‏ - Elsevier
Abstract Vehicle-to-everything (V2X) communication is essential in 5G and upcoming
networks as it enables seamless interaction between vehicles and infrastructure, ensuring …

Enhancing Sidelink 5G V2V Communication: A Distributed Probabilistic Congestion Control for Dynamic Resource Allocation

A Annu, P Rajalakshmi - 2023 IEEE International Conference …, 2023‏ - ieeexplore.ieee.org
In Vehicle-to Vehicle (V2V) networks, where there is a pressing need for high-speed and
reliable communication, the optimal allocation of resources assumes pivotal significance. In …

Optimizing Bandwidth Allocation in Converged Networks Using Hybrid Deep Learning Model

K Phani, KK Kumari - Journal of Artificial Intelligence and …, 2025‏ - ojs.istp-press.com
The demand for high-speed network services and the increasing development of network
traffic have led to the popularity of converged networks, which mix various services over a …

Adaptive Transmission Rate Control for Decentralized Sensing Applications

S Schuhbäck, L Wischhof, J Ott - IEEE Access, 2024‏ - ieeexplore.ieee.org
Cellular sidelink can serve as an effective means to enable device-to-device communication
for local information sharing, which enables an efficient implementation of, eg, transportation …