Spectral energy balancing system with massive MIMO based hybrid beam forming for wireless 6G communication using dual deep learning model

This work aims to provide an effective hybrid beam forming method with Dual-Deep-Network to overcome overhead for mm-wave massive MIMO systems. In this paper, a Dual-Deep-Network technique is described for the extraction of statistical structures from a hybrid beam forming model based on mmWave logi...

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Bibliographic Details
Published in:	Heliyon Vol. 10; no. 4; p. e26085
Main Authors:	Sundar, Ramesh, Amir, Mohammad, Subramanian, Ranjith, Prabakar, D., Giri, Jayant, Balachandran, G., Ahmad, Furkan
Format:	Journal Article
Language:	English
Published:	England Elsevier Ltd 29.02.2024 Elsevier
Subjects:	6G communication algorithms Analog precoder Beamforming DDN Digital precoder Dual deep network energy Energy balancing Hybrid network architecture mathematical models MIMO mmWave Dual deep network mmWave Beamforming 6G communication Hybrid network architecture Digital precoder MIMO Analog precoder Energy balancing DDN
ISSN:	2405-8440, 2405-8440
Online Access:	Get full text
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