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 …

Space-air-ground integrated network development and applications in high-speed railways: A survey

J Sheng, X Cai, Q Li, C Wu, B Ai… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
In order to realize the reliable and safe operation of the smart railways, and provide high
quality information transmission service for passengers, the railway system needs to …

[HTML][HTML] A comparative study of machine learning-based load balancing in high-speed train system

E Gures, I Yazici, I Shayea, M Sheikh, M Ergen… - Alexandria Engineering …, 2023 - Elsevier
With the rapid developments of fifth generation (5G) mobile communication networks in
recent years, different use cases can now significantly benefit from 5G networks. One such …

Machine learning in urban rail transit systems: a survey

L Zhu, C Chen, H Wang, FR Yu… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Urban Rail Transit Systems (URTS) have increasingly become the backbone of modern
public transportation, attributed to their unparalleled convenience, high efficiency, and …

Hierarchical deep reinforcement learning for self-powered monitoring and communication integrated system in high-speed railway networks

Z Ling, F Hu, T Liu, Z Jia, Z Han - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
To align with the vision of future intelligent high-speed railway (HSR) networks, integrating
sensor monitoring and remote communication are challenging for ensuring the lightweight of …

[Retracted] A Novel Cooperative Relaying‐Based Vertical Handover Technique for Unmanned Aerial Vehicles

Z Haider, SM Muztazhar Gilani, T Jamal… - Security and …, 2022 - Wiley Online Library
The real‐time monitoring and autonomous decision making through unmanned aerial
vehicles (UAVs) are the potential applications of future networks. Vertical handover in future …

Using an Efficient Technique Based on Dynamic Learning Period for Improving Delay in AI‐Based Handover

SI Majid, SW Shah, SNK Marwat… - Mobile Information …, 2021 - Wiley Online Library
The future high‐speed cellular networks require efficient and high‐speed handover
mechanisms. However, the traditional cellular handovers are based upon measurements of …

An improved handover decision algorithm for 5G heterogeneous networks

SA Khan, I Shayea, M Ergen… - 2021 IEEE 15th …, 2021 - ieeexplore.ieee.org
Heterogeneous Network (HetNet) appears as one of the most potential solutions for Fifth
Generation (5G) mobile networks. It provides flexible and ubiquitous wireless connections to …

Coverage analysis and chance-constrained optimization for HSR communications with carrier aggregation

SH Lin, Y Xu, L Wang, JY Wang - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
This paper investigates coverage analysis and performance optimization for a high-speed
railway (HSR) communication system with carrier aggregation (CA). Initially, the system …

Optimization of time–frequency resource management based on probabilistic graphical models in railway Internet-of-Things networking

C Wang, C Wu, J Sheng, B Ai… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
As the high-speed railway (HSR) industry Internet-of-Things chain matures, HSR wireless
communication technology has become an increasingly important research field. The …