Partially Cooperative RL for Hybrid Action CRNs With Imperfect CSI

Partially Cooperative RL for Hybrid Action CRNs With Imperfect CSI

Cognitive radio networks (CRNs) mitigate spectrum scarcity by leveraging the holes in the licensed spectrum to enable Internet of Things (IoT) devices to opportunistically access the spectrum. However, IoT devices need to sense the spectrum before they can access it, which is an energy-intensive pro...

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Bibliographic Details
Main Authors: Sadia Khaf, Georges Kaddoum, Joao Victor de Carvalho Evangelista
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Open Journal of the Communications Society
Subjects:
Smart spectrum sensing
cognitive radio Internet of Things (CR-IoT)
channel utilization
energy efficiency
hybrid action space
Online Access:https://ieeexplore.ieee.org/document/10564176/

Internet

https://ieeexplore.ieee.org/document/10564176/

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