[HTML][HTML] An overview of reinforcement learning algorithms for handover management in 5G ultra-dense small cell networks

J Tanveer, A Haider, R Ali, A Kim - Applied Sciences, 2022 - mdpi.com
The fifth generation (5G) wireless technology emerged with marvelous effort to state, design,
deployment and standardize the upcoming wireless network generation. Artificial …

[HTML][HTML] A survey of handover management in mobile HetNets: current challenges and future directions

AU Rehman, MB Roslee, T Jun Jiat - Applied Sciences, 2023 - mdpi.com
With the rapid growth of data traffic and mobile devices, it is imperative to provide reliable
and stable services during mobility. Heterogeneous Networks (HetNets) and dense …

Mobility robustness optimization in future mobile heterogeneous networks: A survey

W Tashan, I Shayea, S Aldirmaz-Colak, M Ergen… - IEEE …, 2022 - ieeexplore.ieee.org
Ensuring reliable and stable communication during the movements of mobile users is one of
the key issues in mobile networks. In the recent years, several studies have been conducted …

[HTML][HTML] Robust handover optimization technique with fuzzy logic controller for beyond 5G mobile networks

S Alraih, R Nordin, A Abu-Samah, I Shayea… - Sensors, 2022 - mdpi.com
Mobility management is an essential process in mobile networks to ensure a high quality of
service (QoS) for mobile user equipment (UE) during their movements. In fifth generation …

Advanced mobility robustness optimization models in future mobile networks based on machine learning solutions

W Tashan, I Shayea, S Aldirmaz-Çolak, OA Aziz… - IEEE …, 2022 - ieeexplore.ieee.org
Ultra-dense heterogeneous networks (HetNets) are deployment scenarios in the advent of
fifth generation (5G) and beyond network generations. A massive number of small base …

[HTML][HTML] Handover parameter for self-optimisation in 6G mobile networks: A survey

U Mahamod, H Mohamad, I Shayea, M Othman… - Alexandria Engineering …, 2023 - Elsevier
One of the most crucial issues in mobile networks is ensuring reliable and stable
connectivity during mobility. In recent years, numerous research has examined Fourth …

ZEUS: Handover algorithm for 5G to achieve zero handover failure

HS Park, Y Lee, TJ Kim, BC Kim, JY Lee - ETRI Journal, 2022 - Wiley Online Library
In 5G, the required target for interruption time during a handover (HO) is 0 ms. However,
when a handover failure (HOF) occurs, the interruption time increases significantly to more …

Optimal handover optimization in future mobile heterogeneous network using integrated weighted and fuzzy logic models

W Tashan, I Shayea, S Aldirmaz-Colak… - IEEE …, 2024 - ieeexplore.ieee.org
High mobility travelling trains and drones connected via ultra-dense mobile networks may
lead to frequent handovers (HOs). As a consequence, this could arise the mobility problems …

Machine Learning Empowered Emerging Wireless Networks in 6G: Recent Advancements, Challenges & Future Trends

HMF Noman, E Hanafi, KA Noordin, K Dimyati… - IEEE …, 2023 - ieeexplore.ieee.org
The upcoming 6G networks are sixth-sense next-generation communication networks with
an ever-increasing demand for enhanced end-to-end (E2E) connectivity towards a …

[HTML][HTML] Artificial intelligence linear regression model for mobility robustness optimization algorithm in 5G cellular networks

SA Saad, I Shayea, NMOS Ahmed - Alexandria Engineering Journal, 2024 - Elsevier
Ensuring reliable and stable communication links between User Equipment (UE) and
serving cellular networks during UE movement is one of the significant difficulties facing the …