Deep RP-CNN for Burst Signal Detection in Cognitive Radios

This article proposes a convolutional neural network (CNN)-based signal detection scheme using image encoding techniques for burst signals in wireless networks. The conventional signal detection approach based on energy measurement performs poorly when detecting burst signals owing to the short sign...

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Bibliographic Details
Main Authors: Dongho Seo, Haewoon Nam
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9194011/