Wireless Communication Channel Scenarios: Machine-Learning-Based Identification and Performance Enhancement

Wireless Communication Channel Scenarios: Machine-Learning-Based Identification and Performance Enhancement

Wireless communication channel scenario classification is crucial for new modern wireless technologies. Reducing the time consumed by the data preprocessing phase for such identification is also essential, especially for multiple-scenario transitions in 6G. Machine learning (ML) has been used for sc...

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Bibliographic Details
Main Authors: Amira Zaki, Ahmed Métwalli, Moustafa H. Aly, Waleed K. Badawi
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Electronics
Subjects:
6G
machine learning
computational time
feature selection
ROC curves
AUC scores
Online Access:https://www.mdpi.com/2079-9292/11/19/3253

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https://www.mdpi.com/2079-9292/11/19/3253

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