Efficient AoI-Aware Resource Management in VLC-V2X Networks via Multi-Agent RL Mechanism

M Azizi, F Zeinali, MR Mili… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Vehicles are already fitted with light-emitting diodes (LEDs), however, with a vehicles-to-
everything (V2X) network, we can integrate this potential network of visible light …

An intelligent clustering algorithm based on hybrid RF/VLC communication model for VANET

RR Yin, X Cui, S Liu, X Song, HH Zhu… - 2022 13th International …, 2022 - ieeexplore.ieee.org
With the increasing density of vehicles and the increasing demand for high data rates,
Visible Light Communication (VLC) has been added to the traditional VANET …

MARL-based Resource Allocation for Heterogeneous Traffic in V2X Communications

I Lee, DK Kim - 2023 28th Asia Pacific Conference on …, 2023 - ieeexplore.ieee.org
New Radio Vehicle-to-Everything (NR-V2X) has been recognized as a key technology for
advanced driving applications such as autonomous driving, platooning, and Intelligent …

Multi-Agent Federated DRL Enabled Resource Allocation for Air-Ground Integrated IoV Network

N Li, X Song, K Li, R Jiang, J Li - IEEE Internet Computing, 2023 - ieeexplore.ieee.org
As an emerging architecture for the future 6G Internet of Vehicles (IoV), the air–ground-
integration network has become a paradigm to achieve reliable interconnection everywhere …

Deep Reinforcement Learning-Based Resource Allocation for Cellular V2X Communications

YC Chung, HY Chang, RY Chang… - 2023 IEEE 97th …, 2023 - ieeexplore.ieee.org
Vehicle-to-everything (V2X) communication is an essential technology for future vehicular
applications. It is challenging to simultaneously achieve vehicle-to-infrastructure (V2I) and …

Fuzzy logic-based resource allocation algorithm for V2X communications in 5G cellular networks

M Zhang, Y Dou, PHJ Chong… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
In this paper, we spotlight vehicle-to-everything (V2X) communications in 5G cellular
networks. Cellular V2X (C-V2X) communications in 5G enable more advanced services with …

Resource allocation modes in C-V2X: from LTE-V2X to 5G-V2X

K Sehla, TMT Nguyen, G Pujolle… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The paradigm of Internet of Vehicles (IoV) as an extension to the Internet of Things (IoT)
concept can assist the development of smart cities. IoV relies on vehicular communications …

SCHEMA III: Dynamic & Scalable VNE Framework Based on Multi-Agent RL for 5G/6G Networks

A Dalgkitsis, LA Garrido, K Ramantas… - … 2023-2023 IEEE …, 2023 - ieeexplore.ieee.org
Network Virtualization (NV) has proved a promising technology that allows multiple
heterogeneous Virtual Networks (VNs) to operate simultaneously on the same infrastructure …

Communication-efficient multi-agent actor-critic framework for distributed optimization of resource allocation in V2X networks

N Hammami, KK Nguyen - ICC 2023-IEEE International …, 2023 - ieeexplore.ieee.org
The vehicular communication technology has enabled new services for drivers and
passengers with different Quality of Service (QoS) demands. Due to network resource …

Intelligent resource management based on reinforcement learning for ultra-reliable and low-latency IoV communication networks

H Yang, X Xie, M Kadoch - IEEE Transactions on Vehicular …, 2019 - ieeexplore.ieee.org
Internet of Vehicles (IoV) has attracted much interest recently due to its ubiquitous message
exchange and content sharing among smart vehicles with the development of the mobile …