Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques

Advancing UAV Communications: A Comprehensive Survey of Cutting-Edge Machine Learning Techniques

This paper provides a comprehensive overview of the evolution of Machine Learning (ML), from traditional to advanced, in its application and integration into unmanned aerial vehicle (UAV) communication frameworks and practical applications. The manuscript starts with an overview of the existing rese...

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Bibliographic Details
Main Authors: Chenrui Sun, Gianluca Fontanesi, Berk Canberk, Amirhossein Mohajerzadeh, Symeon Chatzinotas, David Grace, Hamed Ahmadi
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of Vehicular Technology
Subjects:
Unmanned aerial vehicle
6G
federated learning
transfer learning
meta learning
and explainable AI
Online Access:https://ieeexplore.ieee.org/document/10531095/
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