[HTML][HTML] Reinforcement learning based edge computing in B5G

J Yang, Y Sun, Y Lei, Z Zhang, Y Li, Y Bao… - Digital Communications …, 2022 - Elsevier
The development of communication technology will promote the application of Internet of
things, and Beyond 5G will become a new technology promoter. At the same time, Beyond …

Clustering based cognitive MAC protocol for channel allocation to prioritize safety message dissemination in vehicular ad-hoc network

N Gupta, A Prakash, R Tripathi - Vehicular Communications, 2016 - Elsevier
With the rising demand for vehicular networking through wireless communication for safety
as well as non-safety applications, the urge to provide efficient bandwidth utilization along …

Integrating spectrum database and cooperative sensing for cognitive vehicular networks

M Di Felice, AJ Ghandhour, H Artail… - 2013 IEEE 78th …, 2013 - ieeexplore.ieee.org
Recent rules from FCC and OFCOM foresee the utilization of spectrum database as the main
solution to provide accurate spectrum information about TV white spaces for secondary …

Cooperative intelligence of vehicles for intelligent transportation systems (ITS)

A Daniel, A Paul, A Ahmad, S Rho - Wireless Personal Communications, 2016 - Springer
Abstract The aim of Intelligent Transportation Systems (ITS) is to automate the interactions
among vehicles and infrastructure to accomplish high levels of safety measures, comfort …

Spectrum sharing in vehicular networks based on multi-agent reinforcement learning

L Liang, H Ye, GY Li - IEEE Journal on Selected Areas in …, 2019 - ieeexplore.ieee.org
This paper investigates the spectrum sharing problem in vehicular networks based on multi-
agent reinforcement learning, where multiple vehicle-to-vehicle (V2V) links reuse the …

Multi-agent deep reinforcement learning-empowered channel allocation in vehicular networks

AS Kumar, L Zhao, X Fernando - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Channel allocation has a direct and profound impact on the performance of vehicle-to-
everything (V2X) networks. Considering the dynamic nature of vehicular environments, it is …

Distributed vehicular dynamic spectrum access for platooning environments

P Sroka, P Kryszkiewicz, M Sybis… - 2020 IEEE 91st …, 2020 - ieeexplore.ieee.org
In this paper, we propose a distributed Vehicular Dynamic Spectrum Access (VDSA)
framework for vehicles operating in platoon formations. Given the potential for significant …

Enhancement of sensing performance in Cognitive Vehicular Networks

K Jyostna, BN Bhandari - International Conference on Soft Computing and …, 2022 - Springer
With the advent of cognitive radio technology in intelligent transportation system (ITS),
vehicular networks have got benefited to a greater extent enabling a greater number of …

Self-Adapted Resource Allocation in V2X Communication

M Jamal, Z Ullah, M Abbas - Workshop Proceedings of the 19th …, 2023 - ebooks.iospress.nl
The intelligent transportation system (ITS) along with vehicular communications are making
our daily life safer and easier eg, saving time, traffic control, safe driving, etc. Many …

An evolutionary game assisted spectrum sharing blockchain framework for internet of vehicles

D Hu, H Zhou, T Ma, K Yu… - 2020 IEEE 92nd Vehicular …, 2020 - ieeexplore.ieee.org
With the significant advance of Internet of Vehicles (IoV), a massive number of vehicular
users will connect with the Internet via 5G and the beyond 5G (B5G) networks, which will …