Deep reinforcement learning for resource allocation in multi-band and hybrid OMA-NOMA wireless networks

C Chaieb, F Abdelkefi, W Ajib - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Exploiting the advantages of both non-orthogonal multiple access technique and millimeter-
wave communications requires joint efficient resource allocation techniques toward …

ML-based radio resource management in 5G and beyond networks: A survey

IA Bartsiokas, PK Gkonis, DI Kaklamani… - IEEE Access, 2022 - ieeexplore.ieee.org
In this survey, a comprehensive study is provided, regarding the use of machine learning
(ML) algorithms for effective resource management in fifth-generation and beyond (5G/B5G) …

Survey of radio resource management in 5G heterogeneous networks

S Manap, K Dimyati, MN Hindia, MSA Talip… - IEEE …, 2020 - ieeexplore.ieee.org
Radio resource management (RRM) for future fifth-generation (5G) heterogeneous networks
(HetNets) has emerged as a critical area due to the increased density of small-cell networks …

User association for millimeter-wave networks: A machine learning approach

R Liu, M Lee, G Yu, GY Li - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Millimeter-wave (mmWave) communication has been regarded as one of the most promising
means to improve the cellular system capacity in the fifth-generation (5G) era. Compared …

Spectrum allocation with adaptive sub-band bandwidth for terahertz communication systems

A Shafie, N Yang, SA Alvi, C Han… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
We study spectrum allocation for terahertz (THz) band communication (THzCom) systems,
while considering the frequency and distance-dependent nature of THz channels. Different …

Resource management for millimeter-wave ultra-reliable and low-latency communications

R Liu, G Yu, J Yuan, GY Li - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Many mission-critical and latency-sensitive applications require ultra-reliable and low-
latency communications (URLLC), which has been listed as a new service category of 5G …

Versatile resource management for millimeter-wave cellular network: Near interference-free scheduling methodology

Z Sha, Y Ming, C Sun, Z Wang - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In millimeter-wave (mmWave) cellular network, the highly directional beam generated by
large-scale antenna array considerably depresses the inter-cell/intra-cell interferences. To …

Joint design of access and backhaul in densely deployed mmWave small cells

Z Guo, Y Niu, S Mao, R He, N Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the rapid growth of mobile data traffic, the shortage of radio spectrum resource has
become increasingly prominent. Millimeter wave (mmWave) small cells can be densely …

Joint User Association and Transmission Scheduling in Integrated mmWave Access and Terahertz Backhaul Networks

L Wang, B Ai, Y Niu, H Jiang, S Mao… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Terahertz wireless backhaul is expected to meet the high-speed backhaul requirements of
future ultra-dense networks using millimeter-wave (mmWave) base stations (BSs). In order …

Advanced NOMA-based RRM schemes for broadcasting in 5G mmWave frequency bands

E Iradier, A Abuin, R Cabrera, I Bilbao… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
A relevant solution for the high demand for new multimedia applications and services is
millimeter wave (mmWave) frequency band in 5G. However, in order to face the …