Optimizing radio access in 5G vehicle networks using novel machine learning-driven resource management
R Natarajan, N Mahadev, BS Alfurhood… - Optical and Quantum …, 2023 - Springer
Modern wireless technologies and vehicular networks are unable to handle the enormous
crossover of vehicle network requirements. In order to achieve objectives in a vehicle …
crossover of vehicle network requirements. In order to achieve objectives in a vehicle …
5G vehicular network resource management for improving radio access through machine learning
The current cellular technology and vehicular networks cannot satisfy the mighty strides of
vehicular network demands. Resource management has become a complex and …
vehicular network demands. Resource management has become a complex and …
Convolutional neural networks for 5G-enabled intelligent transportation system: A systematic review
Abstract Modern 5G-enabled Intelligent Transportation System (ITS) provides comfort and
safety to the end users by using various models and techniques most of which are based on …
safety to the end users by using various models and techniques most of which are based on …
Internet of vehicle's resource management in 5G networks using AI technologies: Current status and trends
Abstract The Internet of Vehicles (IoV) and Vehicle‐to‐Everything (V2X) concept have
emerged from IoT technology, which refers to connecting many vehicles with various …
emerged from IoT technology, which refers to connecting many vehicles with various …
Deep q-learning enabled wireless resource allocation for 5g network based vehicle-to-vehicle communications
S Wang, X Chai, X Song, X Liang - 2021 IEEE 6th International …, 2021 - ieeexplore.ieee.org
Vehicle-to-vehicle (V2V) communication, a facilitator of intelligent transportation system
(ITS), requires effective cooperation among vehicles in vehicular environment. The major …
(ITS), requires effective cooperation among vehicles in vehicular environment. The major …
A federated deep learning empowered resource management method to optimize 5G and 6G quality of services (QoS)
H Alsulami, SH Serbaya… - Wireless …, 2022 - Wiley Online Library
The quality of service (QoS) in 5G/6G communication enormously depends upon the
mobility and agility of the network architecture. An increase in the possible uses of 5G …
mobility and agility of the network architecture. An increase in the possible uses of 5G …
[HTML][HTML] Deep reinforcement learning based resource allocation with radio remote head grouping and vehicle clustering in 5G vehicular networks
H Park, Y Lim - Electronics, 2021 - mdpi.com
With increasing data traffic requirements in vehicular networks, vehicle-to-everything (V2X)
communication has become imperative in improving road safety to guarantee reliable and …
communication has become imperative in improving road safety to guarantee reliable and …
Dynamic mode selection and resource allocation approach for 5G-vehicle-to-everything (V2X) communication using asynchronous federated deep reinforcement …
I Rasheed - Vehicular Communications, 2022 - Elsevier
Abstract 5G vehicle-to-everything (V2X) connectivity is crucial to enable future complex
vehicular networking environment for enabling intelligent transportation systems (ITS). But …
vehicular networking environment for enabling intelligent transportation systems (ITS). But …
Integrating artificial intelligence and 5G in the era of next-generation computing
M Singh - 2021 2nd International Conference on Computational …, 2021 - ieeexplore.ieee.org
The introduction of the 4G/LTE (Long Term Evolution) mobile network has addressed the
main obstacle of higher capacity, allowing for the construction of true broadband mobile …
main obstacle of higher capacity, allowing for the construction of true broadband mobile …
Vehicle artificial intelligence system based on intelligent image analysis and 5G network
B Liu, C Han, X Liu, W Li - International Journal of Wireless Information …, 2023 - Springer
Artificial Intelligence is a medium for machine intelligence that offers tremendous
opportunities for the intelligent industrial revolution. Smart transport, computer networks, and …
opportunities for the intelligent industrial revolution. Smart transport, computer networks, and …