Dynamic Multichannel Sensing in Cognitive Radio: Hierarchical Reinforcement Learning

Efficient use of spectral resources is critical in wireless networks and has been extensively studied in recent years. Dynamic spectrum access (DSA) is one of the key techniques on utilizing the spectral resources. Among them, reinforcement learning (RL) for DSA has gained great attention due to the...

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Bibliographic Details
Main Authors: Shuai Liu, Jiayun Wu, Jing He
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9345692/

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