Deep non-cooperative spectrum sensing over Rayleigh fading channel

Deep non-cooperative spectrum sensing over Rayleigh fading channel

In this paper, we propose a robust non-cooperative spectrum sensing algorithm based on deep learning over Rayleigh fading channel. We conduct noise cancellation on the received sensing data using the stacked convolutional auto-encoder (SCAE) as a pre-processing step. The series of the denoised signa...

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Bibliographic Details
Main Authors: Su, Zhengyang, Teh, Kah Chan, Razul, Sirajudeen Gulam, Kot, Alex Chichung
Other Authors: School of Electrical and Electronic Engineering
Format: Journal Article
Language:English
Published: 2022
Subjects:
Engineering::Electrical and electronic engineering
Deep Learning
Spectrum Sensing
Online Access:https://hdl.handle.net/10356/163818

Internet

https://hdl.handle.net/10356/163818

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