FLSTRA: Federated learning in stratosphere

[PDF] arxiv.org

On the Interplay of Artificial Intelligence and Space-Air-Ground Integrated Networks: A Survey

A Bakambekova, N Kouzayha, T Al-Naffouri - arXiv preprint arXiv …, 2024 - arxiv.org
Space-Air-Ground Integrated Networks (SAGINs), which incorporate space and aerial
networks with terrestrial wireless systems, are vital enablers of the emerging sixth …
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[PDF] arxiv.org

Strategic Client Selection to Address Non-IIDness in HAPS-enabled FL Networks

A Farajzadeh, A Yadav, H Yanikomeroglu - arXiv preprint arXiv …, 2024 - arxiv.org
The deployment of federated learning (FL) within vertical heterogeneous networks, such as
those enabled by high-altitude platform station (HAPS), offers the opportunity to engage a …
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[PDF] arxiv.org

Multi-Tier Hierarchical Federated Learning-assisted NTN for Intelligent IoT Services

A Farajzadeh, A Yadav, H Yanikomeroglu - arXiv preprint arXiv …, 2023 - arxiv.org
In the ever-expanding landscape of the IoT, managing the intricate network of
interconnected devices presents a fundamental challenge. This leads us to ask:" What if we …
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[引用][C] Self-Evolving Integrated VHetNets for 6G: A Multi-Tier HFL Approach.

A Farajzadeh, A Yadav, H Yanikomeroglu - CoRR, 2023
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