Revolutionizing future connectivity: A contemporary survey on AI-empowered satellite-based non-terrestrial networks in 6G

S Mahboob, L Liu - IEEE Communications Surveys & Tutorials, 2024 - ieeexplore.ieee.org
Non-Terrestrial Networks (NTN) are expected to be a critical component of 6th Generation
(6G) networks, providing ubiquitous, continuous, and scalable services. Satellites emerge as …

6G enabled advanced transportation systems

R Liu, M Hua, K Guan, X Wang, L Zhang… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
With the emergence of communication services with stringent requirements such as
autonomous driving or on-flight Internet, the sixth-generation (6G) wireless network is …

Mobile network coverage prediction based on supervised machine learning algorithms

MFA Fauzi, R Nordin, NF Abdullah… - Ieee Access, 2022 - ieeexplore.ieee.org
The need for wider coverage and high-performance quality of mobile networks is critical due
to the maturity of Internet penetration in today's society. One of the primary drivers of this …

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 …

Robust transmission scheduling for uav-assisted millimeter-wave train-ground communication system

Y Ma, Y Niu, Z Han, B Ai, K Li, Z Zhong… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the explosive growth of mobile data, the demand of high-speed railway (HSR)
passengers for broadband wireless access services urgently needs the support of ultra-high …

Energy efficient train-ground mmWave mobile relay system for high speed railways

L Wang, B Ai, Y Niu, Z Zhong, S Mao… - IEEE Transactions …, 2022 - ieeexplore.ieee.org
The rapid development of high-speed railways (HSRs) puts forward high requirements on
the corresponding communication system. Millimeter wave (mmWave) can be a promising …

Robust Transmission Scheduling Mechanism for Millimeter Wave Train-to-Train System with Priority Weighting

Y Wei, Y Ma, Y Niu, Z Han, X Zhao, B Lu… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Currently, millimeter wave technology is used to carry a large number of 5G-R wireless
services, such as train control information and passenger demand. This will make the train …

Machine Learning-Based Online Coverage Estimator (MLOE): Advancing Mobile Network Planning and Optimization

MFA Fauzi, R Nordin, NF Abdullah… - IEEE …, 2023 - ieeexplore.ieee.org
Nowadays, the dependency on high-performance digital mobile connectivity is not limited to
human usage but also the intelligent objects increasingly deployed to serve the needs of …

SDR-Based 28 GHz mmWave Channel Modeling of Railway Marshaling Yard

Y Liang, H Li, Y Tian, Y Li, W Wang - Sensors, 2023 - mdpi.com
Compared with railway communication service requirements on the mainline, requirements
in hotspots such as stations and yards are more complicated in terms of service types as …

Physical layer enhancement for next-generation railway communication systems

Q Li, JC Sibel, M Berbineau, I Dayoub, F Gallée… - IEEE …, 2022 - ieeexplore.ieee.org
This paper presents an overview of the challenges and state-of-the-art physical layer
enhancement designs for next-generation railway communication, also known as high …