Constrained Federated Learning for AoI-Limited SFC in UAV-Aided MEC for Smart Agriculture

Constrained Federated Learning for AoI-Limited SFC in UAV-Aided MEC for Smart Agriculture

For a wide range of smart agriculture use cases, the prospects of utilizing the Internet of Things (IoT) are immense. Many IoT devices can be deployed for precision farming, soil management, automated irritation, information gathering, or performing some local processing to provide various services....

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Bibliographic Details
Main Authors: Mohammad Akbari, Aisha Syed, W. Sean Kennedy, Melike Erol-Kantarci
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Transactions on Machine Learning in Communications and Networking
Subjects:
Internet of Things
network function virtualization
age of information
UAV-aided mobile edge computing (UAV-aided MEC)
constraint MDP
federated reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/10238738/
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https://ieeexplore.ieee.org/document/10238738/

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