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 …

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] 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 …

Robustness of AI-based prognostic and systems health management

S Khan, S Tsutsumi, T Yairi, S Nakasuka - Annual Reviews in Control, 2021 - Elsevier
Abstract Prognostic and systems Health Management (PHM) is an integral part of a system.
It is used for solving reliability problems that often manifest due to complexities in design …

[Retracted] Design of Ideological and Political Communication Path of Curriculum under the Background of Intelligent Information of New Media

H Lu - Mobile Information Systems, 2022 - Wiley Online Library
In order to improve the effectiveness of the safe, high‐quality, and efficient communication
mechanism of ideological and political courses in the new media perspective, the …

A novel network-node-embedded network cognition model based on knowledge module for strengthening the thinking capability of intelligent network

N Dong, B Ren, H Li, X Zhong, X Gong… - IEEE Sensors …, 2022 - ieeexplore.ieee.org
Network intellectualization enables networks to adapt to the dynamic environment by
perceiving, thinking, and interpreting the overall environmental changes like a human …

[PDF][PDF] Reinforcement-Learning Based Handover Optimization for Cellular UAVs Connectivity

M Almasri, X Marjou, F Parzysz - WSEAS Transactions on Computer …, 2022 - wseas.com
The demand for services provided by Unmanned Aerial Vehicles (UAVs) is increasing
pervasively across several sectors including potential public safety, economic, and delivery …

Enhancing Mobility Robustness and Load Balancing in Networks Using a Modified Deep CNN-BiLSTM Model with Attention Mechanism

D Mohan, AG Mary - 2024 - researchsquare.com
Mobile data transmission between nodes and well-known data services is always evolving,
and these services offer a variety of communication endurance. Simultaneously, the 4G …