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Supporting intelligence in disaggregated open radio access networks: Architectural principles, AI/ML workflow, and use cases
Driven by the emerging trend for transparent, open and programmable communications,
Open Radio Access Network (O-RAN) constitutes the dominant architectural approach for …
Open Radio Access Network (O-RAN) constitutes the dominant architectural approach for …
[HTML][HTML] A cost-efficient 5G non-public network architectural approach: Key concepts and enablers, building blocks and potential use cases
The provision of high data rate services to mobile users combined with improved quality of
experience (ie, zero latency multimedia content) drives technological evolution towards the …
experience (ie, zero latency multimedia content) drives technological evolution towards the …
Accurate path loss prediction using a neural network ensemble method
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 …
networks. Traditionally, to determine the optimal installation position of a base station, path …
[HTML][HTML] A reference architecture for cloud–edge meta-operating systems enabling cross-domain, data-intensive, ML-assisted applications: Architectural overview and …
Future data-intensive intelligent applications are required to traverse across the cloud-to-
edge-to-IoT continuum, where cloud and edge resources elegantly coordinate, alongside …
edge-to-IoT continuum, where cloud and edge resources elegantly coordinate, alongside …
Federated learning-aided prognostics in the ship** 4.0: Principles, workflow, and use cases
The next generation of ship** industry, namely Ship** 4.0 will integrate advanced
automation and digitization technologies towards revolutionizing the maritime industry. As …
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 …
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 …
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 …
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 …
expected to leverage secure and reliable communication to the end-users. However, diverse …
Contextual beamforming: Exploiting location and AI for enhanced wireless telecommunication performance
Beamforming, an integral component of modern mobile networks, enables spatial selectivity
and improves network quality. However, many beamforming techniques are iterative …
and improves network quality. However, many beamforming techniques are iterative …