Q-Learning-Based Medium Access Technology for Minimizing AoI in LoRa Wireless Relay Networks

Q-Learning-Based Medium Access Technology for Minimizing AoI in LoRa Wireless Relay Networks

LoRaWAN has emerged as a leading communication protocol for Low Power Wide Area Networks (LPWANs), gaining widespread adoption across diverse Internet of Things (IoT) deployments. Our approach integrates LoRa relay devices and Age of Information (AoI) metrics to enhance network performance. The algo...

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Bibliographic Details
Main Authors: Dowon Kim, Geonha Hwang, Ohyun Jo, Kyungseop Shin
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Age of Information
IoT system
LoRa
medium access control
relay networks
reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/10776963/
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https://ieeexplore.ieee.org/document/10776963/

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