Long Short-Term Memory Based Spectrum Sensing Scheme for Cognitive Radio Using Primary Activity Statistics

Long Short-Term Memory Based Spectrum Sensing Scheme for Cognitive Radio Using Primary Activity Statistics

The cognitive radio (CR) network consists of primary users (PUs) and secondary users (SUs). The SUs in the CR network senses the spectrum band to opportunistically access the white space. Exploiting the white spaces helps to improve the spectrum efficiency. Owing to the excellent learning ability of...

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Bibliographic Details
Main Authors: Brijesh Soni, Dhaval K. Patel, Miguel Lopez-Benitez
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Cognitive radio
spectrum sensing
long short-term memory
primary user activity statistics
deep learning
Online Access:https://ieeexplore.ieee.org/document/9096319/

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