Hybrid Beamforming for mmWave Massive MIMO Systems Using Conditional Generative Adversarial Networks

Massive multiple-input multiple-output (MIMO) systems operating in millimeter wave (mmWave) frequency bands are considered to be one of the key enablers of beyond-fifth-generation cellular systems. Although the highest spectral efficiency in such systems would be achieved using fully-digital precodi...

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Veröffentlicht in:	IEEE transactions on vehicular technology Jg. 73; H. 10; S. 15803 - 15808
Hauptverfasser:	Banerjee, Bitan, Elliott, Robert C., Krzymien, Witold A., Medra, Mostafa
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.10.2024 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Antenna arrays Antennas Array signal processing Beamforming Cellular radio conditional generative adversarial network (CGAN) Generative adversarial networks hybrid beamforming Massive MIMO Millimeter wave communication Millimeter waves MIMO communication mmWave Precoding Radio frequency Wasserstein conditional generative adversarial network (WCGAN)
ISSN:	0018-9545, 1939-9359
Online-Zugang:	Volltext
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