Novel Multilayer Extreme Learning Machine as a Massive MIMO Receiver for Millimeter Wave Communications

Novel Multilayer Extreme Learning Machine as a Massive MIMO Receiver for Millimeter Wave Communications

Wireless communication systems working in millimeter-wave (mmWave) frequency bands offer higher bandwidths than traditional radio frequency schemes. This technology allows multibeam steering and data multiplexing with the help of massive multiple-input multiple-output (MIMO) systems. However, suppor...

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Bibliographic Details
Main Authors: Diego Fernando Carrera, Cesar Vargas-Rosales, David Zabala-Blanco, Noe M. Yungaicela-Naula, Cesar A. Azurdia-Meza, Mohamed Marey, Ali Dehghan Firoozabadi
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
5G NR
beamforming
machine learning
massive MIMO
millimeter wave
multilayer ELM
Online Access:https://ieeexplore.ieee.org/document/9784835/

Internet

https://ieeexplore.ieee.org/document/9784835/

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