Machine learning-based load balancing algorithms in future heterogeneous networks: A survey
The massive growth of mobile users and the essential need for high communication service
quality necessitate the deployment of ultra-dense heterogeneous networks (HetNets) …
quality necessitate the deployment of ultra-dense heterogeneous networks (HetNets) …
Joint power allocation and user association optimization for IRS-assisted mmWave systems
D Zhao, H Lu, Y Wang, H Sun… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Intelligent reflecting surface (IRS) is a potential technology to build programmable wireless
environment in future communication systems. In this paper, we consider a multi-IRS …
environment in future communication systems. In this paper, we consider a multi-IRS …
User association for millimeter-wave networks: A machine learning approach
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 …
means to improve the cellular system capacity in the fifth-generation (5G) era. Compared …
[HTML][HTML] Joint position optimization, user association, and resource allocation for load balancing in UAV-assisted wireless networks
Unbalanced traffic distribution in cellular networks results in congestion and degrades
spectrum efficiency. To tackle this problem, we propose an Unmanned Aerial Vehicle (UAV) …
spectrum efficiency. To tackle this problem, we propose an Unmanned Aerial Vehicle (UAV) …
Joint user association and beamforming design for millimeter wave UDN with wireless backhaul
As millimeter wave (mmWave) beamforming (BF) system can increase the areal capacity in
ultra-dense network (UDN), a joint design of user association and hybrid BF is challenging …
ultra-dense network (UDN), a joint design of user association and hybrid BF is challenging …
Joint active-passive beamforming and user association in IRS-assisted mmWave cellular networks
Intelligent reflecting surfaces (IRSs) are a promising technology for future-generation
wireless networks by extending coverage region to blind spots and increasing mmWave …
wireless networks by extending coverage region to blind spots and increasing mmWave …
An adaptive cell selection scheme for 5G heterogeneous ultra-dense networks
IA Alablani, MA Arafah - IEEE Access, 2021 - ieeexplore.ieee.org
Fifth-generation (5G) cellular networks are a promising technology to meet the rapid growth
in wireless traffic. Small cells are critical in fulfilling the requirements of 5G networks. A …
in wireless traffic. Small cells are critical in fulfilling the requirements of 5G networks. A …
Reinforcement learning-based vehicle-cell association algorithm for highly mobile millimeter wave communication
Vehicle-to-everything (V2X) communication is a growing area of communication with a
variety of use cases. This paper investigates the problem of vehicle-cell association in …
variety of use cases. This paper investigates the problem of vehicle-cell association in …
Reinforcement learning for user association and handover in mmwave-enabled networks
A Alizadeh, M Vu - IEEE Transactions on Wireless …, 2022 - ieeexplore.ieee.org
Using a multi-armed bandit technique, we propose centralized and semi-distributed online
algorithms for load balancing user association and handover in mmWave-enabled networks …
algorithms for load balancing user association and handover in mmWave-enabled networks …
Learning-based load balancing handover in mobile millimeter wave networks
S Khosravi, HS Ghadikolaei… - GLOBECOM 2020-2020 …, 2020 - ieeexplore.ieee.org
Millimeter-wave (mmWave) communication is a promising solution to the high data rate
demands in the upcoming 5G and beyond communication networks. When it comes to …
demands in the upcoming 5G and beyond communication networks. When it comes to …