Accurate path loss prediction using a neural network ensemble method

B Kwon, H Son - Sensors, 2024 - mdpi.com
Path loss is one of the most important factors affecting base-station positioning in cellular
networks. Traditionally, to determine the optimal installation position of a base station, path …

Federated learning-aided prognostics in the ship** 4.0: Principles, workflow, and use cases

A Angelopoulos, A Giannopoulos, N Nomikos… - IEEE …, 2024 - ieeexplore.ieee.org
The next generation of ship** industry, namely Ship** 4.0 will integrate advanced
automation and digitization technologies towards revolutionizing the maritime industry. As …

FedShip: Federated Over-the-Air Learning for Communication-Efficient and Privacy-Aware Smart Ship** in 6G Communications

AE Giannopoulos, ST Spantideas… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Maritime and ship** are unambiguously the cornerstones of the global economy and
transportation. To improve efficiency, maritime sector activities are focused on the realization …

Maritime federated learning for decentralized on-ship intelligence

A Giannopoulos, N Nomikos, G Ntroulias… - … Conference on Artificial …, 2023 - Springer
Maritime trade unavoidably influences the economy, transportation and market worldwide.
Deploying efficient, privacy-preserving and environmental-friendly solutions in maritime …

Towards closed-loop automation in 5G open RAN: Coupling an open-source simulator with xApps

T Karamplias, ST Spantideas… - 2022 Joint European …, 2022 - ieeexplore.ieee.org
The goal of this paper is to demonstrate the implementation of technological solutions that
will enable the optimization of 5G network resources and services in an automated and self …

Intelligent mission critical services over beyond 5G networks: Control loop and proactive overload detection

S Spantideas, A Giannopoulos… - 2023 International …, 2023 - ieeexplore.ieee.org
In the new 5G and beyond (B5G) connectivity era, Mission Critical Services (MCS) are
expected to leverage secure and reliable communication to the end-users. However, diverse …

Contextual beamforming: Exploiting location and AI for enhanced wireless telecommunication performance

J Kaur, S Bhatti, K Tan, OR Popoola, MA Imran… - APL Machine …, 2024 - pubs.aip.org
Beamforming, an integral component of modern mobile networks, enables spatial selectivity
and improves network quality. However, many beamforming techniques are iterative …