Robust resource allocation for two-tier HetNets: An interference-efficiency perspective
The heterogeneous network (HetNet) is a promising network for beyond 5G to improve
network capacity and spectral efficiency by developing low-power small cells within macro …
network capacity and spectral efficiency by developing low-power small cells within macro …
Joint user association and power control for area spectral efficiency maximization in HetNets
S Aboagye, A Ibrahim, TMN Ngatched… - 2020 IEEE 92nd …, 2020 - ieeexplore.ieee.org
The study of spectral efficiency (SE) in cellular networks has attracted significant research
interest in the wireless community. Heterogeneous networks (HetNets) have emerged as a …
interest in the wireless community. Heterogeneous networks (HetNets) have emerged as a …
Two-timescale QoS-aware cross-layer optimisation for HetNets with flexible backhaul
One of the main advantages of utilizing flexible backhaul in future HetNets is that it can
provide better user experience through flexible resource allocation. For this purpose, it is …
provide better user experience through flexible resource allocation. For this purpose, it is …
Heterogeneous Multi-Agent Reinforcement Learning for Joint Active and Passive Beamforming in IRS Assisted Communications
Ahstract-The Intelligent Reflecting Surface (IRS) has the potential to reconstruct the
electromagnetic propagation environment, paving the way for a new multi-IRS assisted …
electromagnetic propagation environment, paving the way for a new multi-IRS assisted …
A Cooperative Online Learning-Based Load Balancing Scheme for Maximizing QoS Satisfaction in Dense HetNets
H Choi, T Kim, HS Park, JK Choi - IEEE Access, 2021 - ieeexplore.ieee.org
This paper proposes a cooperative multi-agent online reinforcement learning-based
(COMORL) bias offset (BO) control scheme for cell range expansion (CRE) in dense …
(COMORL) bias offset (BO) control scheme for cell range expansion (CRE) in dense …
RIS-empowered MEC for URLLC systems with digital-twin-driven architecture
This paper investigates a digital twin (DT) and reconfigurable intelligent surface (RIS)-aided
mobile edge computing (MEC) system under given constraints on ultra-reliable low latency …
mobile edge computing (MEC) system under given constraints on ultra-reliable low latency …
Active RIS-aided EH-NOMA Networks: A Deep Reinforcement Learning Approach
Z Shi, H Lu, X Xie, H Yang, C Huang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
An active reconfigurable intelligent surface (RIS)-aided multi-user downlink communication
system is investigated, where non-orthogonal multiple access (NOMA) is employed to …
system is investigated, where non-orthogonal multiple access (NOMA) is employed to …
Cooperative Beamforming and RISs Association for Multi-RISs Aided Multi-Users MmWave MIMO Systems Through Graph Neural Networks
Reconfigurable intelligent surface (RIS) is considered as a promising solution for next-
generation wireless communication networks due to a variety of merits, eg, customizing the …
generation wireless communication networks due to a variety of merits, eg, customizing the …
Coordinated two-tier heterogeneous cellular networks with leakage based beamforming
In this paper we demonstrate the rate gains achieved by two-tier heterogeneous cellular
networks (HetNets) with varying degrees of coordination between macrocell and microcell …
networks (HetNets) with varying degrees of coordination between macrocell and microcell …
A comparison study of coupled and decoupled uplink heterogeneous cellular networks
L Zhang, F Gang, Q Shuang - arXiv preprint arXiv:1502.01887, 2015 - arxiv.org
The evolution of mobile cellular networks has brought great changes of network architecture.
For example, heterogeneous cellular network (HetNet) and Ultra dense network (UDN) have …
For example, heterogeneous cellular network (HetNet) and Ultra dense network (UDN) have …