Multi-Head DNN-Based Federated Learning for RSRP Prediction in 6G Wireless Communication

In the realm of wireless communications, accurate Radio Signal Received Power (RSRP) prediction serves as the foundation for improving user experience and optimizing network efficiency and reliability. With the deep integration of Artificial Intelligence (AI) technology and the wireless communicatio...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE access 2024, Vol.12, p.97533-97543
Hauptverfasser:	Yu, Menghan, Xiong, Xiong, Li, Zhen, Xia, Xu
Format:	Artikel
Sprache:	eng
Schlagworte:	6G mobile communication 6G network Algorithms Artificial intelligence Base stations Communications equipment Data models Deep foundations Federated learning Heterogeneity Machine learning Network reliability Performance prediction Prediction algorithms Radio signals RSRP prediction Training User experience Wireless communication Wireless communications
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!