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Advancing uav communications: A comprehensive survey of cutting-edge machine learning techniques
This paper provides a comprehensive overview of the evolution of Machine Learning (ML),
from traditional to advanced, in its application and integration into unmanned aerial vehicle …
from traditional to advanced, in its application and integration into unmanned aerial vehicle …
Advances in artificial intelligence and machine learning for quantum communication applications
M Mafu - IET Quantum Communication, 2024 - Wiley Online Library
Artificial intelligence (AI) and classical machine learning (ML) techniques have
revolutionised numerous fields, including quantum communication. Quantum …
revolutionised numerous fields, including quantum communication. Quantum …
On-board federated learning for satellite clusters with inter-satellite links
The emergence of mega-constellations of interconnected satellites has a major impact on
the integration of cellular wireless and non-terrestrial networks, while simultaneously …
the integration of cellular wireless and non-terrestrial networks, while simultaneously …
A vision, survey, and roadmap toward space communications in the 6G and beyond era
Satellite communications (SatComs) have recently been through a renaissance, both
technologically and entrepreneurially. Ambitious plans have already come into fruition with …
technologically and entrepreneurially. Ambitious plans have already come into fruition with …
Qoe-aware cost-minimizing capacity renting for satellite-as-a-service enabled multiple-beam satcom systems
The advent of Satellite as a Service (SaaS) platforms has empowered satellite service
providers (SPs) to rent portions of satellite capacity from infrastructure providers (IPs) to cater …
providers (SPs) to rent portions of satellite capacity from infrastructure providers (IPs) to cater …
Performance evaluation of neuromorphic hardware for onboard satellite communication applications
Spiking neural networks (SNNs) implemented on neuromorphic processors (NPs) can
enhance the energy efficiency of deployments of artificial intelligence (AI) for specific …
enhance the energy efficiency of deployments of artificial intelligence (AI) for specific …
6G: The Intelligent Network of Everything--A Comprehensive Vision, Survey, and Tutorial
The global 6G vision has taken its shape after years of international research and
development efforts. This work culminated in ITU-R's Recommendation on" IMT-2030 …
development efforts. This work culminated in ITU-R's Recommendation on" IMT-2030 …
[HTML][HTML] A comprehensive survey on machine learning methods for handover optimization in 5g networks
One of the key features of mobile networks in this age of mobile communication is seamless
communication. Handover (HO) is a critical component of next-generation (NG) cellular …
communication. Handover (HO) is a critical component of next-generation (NG) cellular …
GenAI-based models for NGSO satellites interference detection
Recent advancements in satellite communications have highlighted the challenge of
interference detection, especially with the new generation of non-geostationary orbit …
interference detection, especially with the new generation of non-geostationary orbit …
User-centric beam selection and precoding design for coordinated multiple-satellite systems
This paper introduces a joint optimization framework for user-centric beam selection and
linear precoding (LP) design in a coordinated multiple-satellite (CoMSat) system, employing …
linear precoding (LP) design in a coordinated multiple-satellite (CoMSat) system, employing …