Network Selection over 5G-Advanced Heterogeneous Networks Based on Federated Learning and Cooperative Game Theory
5G-Advanced and Beyond claims a 3D ecosystem with cooperation between terrestrial and
non-terrestrial networks to achieve seamless coverage, improve capacity, and enable …
non-terrestrial networks to achieve seamless coverage, improve capacity, and enable …
Artificial-intelligence-based data analytics for cognitive communication in heterogeneous wireless networks
Rapidly growing wireless networks are facing spectrum shortages, so how to improve
spectrum utilization becomes critical. The rise of artificial intelligence (AI) technologies can …
spectrum utilization becomes critical. The rise of artificial intelligence (AI) technologies can …
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 …
Efficient spectrum utilization on TV band for cognitive radio based high speed vehicle network
T Jiang, Z Wang, L Zhang, D Qu… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
It is well known that broadband wireless communications (BWC) are necessary for high
speed vehicles since passengers need many broadband wireless multimedia services …
speed vehicles since passengers need many broadband wireless multimedia services …
Deep learning assisted CSI estimation for joint URLLC and eMBB resource allocation
Multiple-input multiple-output (MIMO) is a key for the fifth generation (5G) and beyond
wireless communication systems owing to higher spectrum efficiency, spatial gains, and …
wireless communication systems owing to higher spectrum efficiency, spatial gains, and …
Reconfigurable intelligent surface empowered optimization for spectrum sharing: Scenarios and methods
The reconfigurable intelligent surface (RIS) has the capability to reconstruct the radio
environment of wireless channels, which can alleviate the interference in the spectrum …
environment of wireless channels, which can alleviate the interference in the spectrum …
5G integrated spectrum selection and spectrum access using AI-based frame work for IoT based sensor networks
R Sekaran, SN Goddumarri, S Kallam… - Computer Networks, 2021 - Elsevier
The convulsive advancement of multiple-input multiple-output devices and ultra-dense
networks has been extensively considered as the key facilitators that ease the evolution and …
networks has been extensively considered as the key facilitators that ease the evolution and …
Deep-reinforcement-learning-based mode selection and resource allocation for cellular V2X communications
Cellular vehicle-to-everything (V2X) communication is crucial to support future diverse
vehicular applications. However, for safety-critical applications, unstable vehicle-to-vehicle …
vehicular applications. However, for safety-critical applications, unstable vehicle-to-vehicle …
Resource allocation for IRS-assisted sensing-enhanced wideband CR networks
Spectrum-efficient and energy-efficient communication techniques are of crucial importance
in the future generation wireless communication networks. An intelligent reflecting surface …
in the future generation wireless communication networks. An intelligent reflecting surface …
Intelligent resource allocation for utility optimization in rsu-empowered vehicular network
Intelligent transportation system (ITS) has attracted extensive attention in both academia and
industry for its potential benefits. For example, ITS is dedicated to convenient, economical …
industry for its potential benefits. For example, ITS is dedicated to convenient, economical …