An NN-Aided Near-and-Far-Field Classifier via Channel Hankelization in XL-MIMO Systems

An NN-Aided Near-and-Far-Field Classifier via Channel Hankelization in XL-MIMO Systems

Compared to classical communication systems, sixth-generation (6G) communication requires higher data rates, lower latency, improved energy efficiency, and more diverse users. To satisfy these many requirements, the extremely large-scale massive multiple-input multiple-output (XL-MIMO) system is att...

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Bibliographic Details
Main Authors: Jung-Hwan Kim, Dong-Hwan Kim, Mustafa Ozger, Woong-Hee Lee
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Extremely large-scale massive MIMO
near-field channel
far-field channel
Hankelization
neural networks
binary classification
Online Access:https://ieeexplore.ieee.org/document/10410833/

Internet

https://ieeexplore.ieee.org/document/10410833/

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