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Federated Learning in Small-Cell Networks: Stochastic Geometry-Based Analysis on the Required Base Station Density

Recently, federated learning (FL) has been receiving great attention as an effective machine learning method to avoid the security issue in raw data collection, as well as to distribute the computing load to edge devices. However, even though wireless communication is an essential component for impl...

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Detalles Bibliográficos
Autores principales: Nguyen, Khoa Anh, Nguyen, Quan Anh, Hong, Jun-Pyo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10458730/
https://www.ncbi.nlm.nih.gov/pubmed/37631720
http://dx.doi.org/10.3390/s23167184