A Deep Convolutional Neural Network Based Transfer Learning Method for Non-Cooperative Spectrum Sensing

A Deep Convolutional Neural Network Based Transfer Learning Method for Non-Cooperative Spectrum Sensing

In this article, we investigate machine learning methods for enabling high performance non-cooperative spectrum sensing, for future cognitive radio systems. The fulfillment of sensing requirements is crucial for ensuring an efficient reuse of the scarce spectrum by unlicensed users, without causing...

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Bibliographic Details
Main Authors: Bipun Man Pati, Megumi Kaneko, Attaphongse Taparugssanagorn
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Spectrum sensing
cognitive radio
deep learning
transfer learning
Online Access:https://ieeexplore.ieee.org/document/9187593/

Internet

https://ieeexplore.ieee.org/document/9187593/

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