Over-the-Air Federated Multi-Task Learning Over MIMO Multiple Access Channels

With the explosive growth of data and wireless devices, federated learning (FL) over wireless medium has emerged as a promising technology for large-scale distributed intelligent systems. Yet, the urgent demand for ubiquitous intelligence will generate a large number of concurrent FL tasks, which ma...

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Veröffentlicht in:IEEE transactions on wireless communications 2023-06, Vol.22 (6), p.3853-3868
Hauptverfasser: Zhong, Chenxi, Yang, Huiyuan, Yuan, Xiaojun
Format: Artikel
Sprache:eng
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