AI Meets CRNs: A Prospective Review on the Application of Deep Architectures in Spectrum Management

AI Meets CRNs: A Prospective Review on the Application of Deep Architectures in Spectrum Management

The spectrum low utilization and high demand conundrum created a bottleneck towards fulfilling the requirements of next-generation networks. The cognitive radio (CR) technology was advocated as a <italic>de facto</italic> technology to alleviate the scarcity and under-utilization of spec...

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Bibliographic Details
Main Authors: Mduduzi C. Hlophe, Bodhaswar T. Maharaj
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Beyond 5G
cognitive radio networks
deep architectures
deep learning
deep Q-learning networks
deep reinforcement learning
Online Access:https://ieeexplore.ieee.org/document/9511469/

Internet

https://ieeexplore.ieee.org/document/9511469/

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