On integrated access and backhaul networks: Current status and potentials

C Madapatha, B Makki, C Fang, O Teyeb… - IEEE Open Journal …, 2020 - ieeexplore.ieee.org
In this article, we introduce and study the potentials and challenges of integrated access and
backhaul (IAB) as one of the promising techniques for evolving 5G networks. We study IAB …

Velocity pausing particle swarm optimization: a novel variant for global optimization

TM Shami, S Mirjalili, Y Al-Eryani, K Daoudi… - Neural Computing and …, 2023 - Springer
Particle swarm optimization (PSO) is one of the most well-regard metaheuristics with
remarkable performance when solving diverse optimization problems. However, PSO faces …

Single candidate optimizer: a novel optimization algorithm

TM Shami, D Grace, A Burr, PD Mitchell - Evolutionary Intelligence, 2024 - Springer
Single-solution-based optimization algorithms have gained little to no attention by the
research community, unlike population-based approaches. This paper proposes a novel …

Interference mitigation in HetNets to improve the QoS using Q-learning

MU Iqbal, EA Ansari, S Akhtar - IEEE Access, 2021 - ieeexplore.ieee.org
Small cells (SCs) based ultra-dense heterogeneous networks (HetNets) are one of the
promising solutions for increased coverage and capacity in 5G cellular networks. However …

DQN based user association control in hierarchical mobile edge computing systems for mobile IoT services

Y Lee, A Masood, W Noh, S Cho - Future Generation Computer Systems, 2022 - Elsevier
This paper proposes a new user association control method to maximize system utility in
terms of system throughput, edge throughput, and handover cost in mmWave-based HMEC …

Dynamic cell sleeping mechanism: An energy‐efficient approach for Mobile 5G HetCN

J Borah, TA Sheikh, J Bora - International Journal of …, 2023 - Wiley Online Library
The paper proposes a novel cell sleeping mechanism for enhancing network energy‐
efficiency and to combat dynamic downlink interferences linked with mobile Small Cells …

Biased user association in 5G heterogeneous networks

RQ Shaddad, AA Neda'a, MO Alzylai… - 2021 International …, 2021 - ieeexplore.ieee.org
The deployment of heterogeneous networks (HetNets) is one of the promising approaches
to meet the 5G requirements. The traditional user association approach is inefficient for …

Energy-efficient ICI mitigation with dynamic and location-based power allocation in mobility-based 5G HetCN

J Borah, J Bora - Wireless Personal Communications, 2021 - Springer
This paper proposes a power allocation mechanism for the HetCNs which is both dynamic
and location-based. This mechanism could be adopted for both macrocells (MCs) and …

Joint User-Centric Clustering and Multi-cell Radio Resource Management in Coordinated Multipoint Joint Transmission

TM Shami, D Grace, A Burr, MD Zakaria - Wireless personal …, 2022 - Springer
Coordinated multipoint joint transmission (JT-CoMP) is a promising solution to address inter-
cell interference in dense future wireless networks due its strength in converting interfering …

Dynamic and location‐based power allocation mechanism for inter‐cell interference mitigation in 5G heterogeneous cellular network

J Borah, J Bora - International Journal of Communication …, 2020 - Wiley Online Library
In this paper, a dynamic and location‐based power allocation mechanism is proposed which
could be adopted at both macrocell (MC) and overlaid fixed/mobile small cells (SCs) to …