Latency Analysis of UAV-Assisted Vehicular Communications Using Personalized Federated Learning with Attention Mechanism

Latency Analysis of UAV-Assisted Vehicular Communications Using Personalized Federated Learning with Attention Mechanism

In this paper, unmanned aerial vehicle (UAV)-assisted vehicular communications are investigated to minimize latency and maximize the utilization of available UAV battery power. As communication and cooperation among UAV and vehicles is frequently required, a viable approach is to reduce the transmis...

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Bibliographic Details
Main Authors: Abhishek Gupta, Xavier Fernando
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Drones
Subjects:
unmanned aerial vehicles
vehicle selection
federated reinforcement learning
personalized federated learning
attention mechanism
Online Access:https://www.mdpi.com/2504-446X/9/7/497
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