[HTML][HTML] A Review of Research on Spectrum Sensing Based on Deep Learning

Y Zhang, Z Luo - Electronics, 2023 - mdpi.com
In recent years, with the rapid development in wireless communication and 5G networks, the
rapid growth in mobile users has been accompanied by an increasing demand for the …

Practical Implementation of RIS-Aided Spectrum Sensing: A Deep-Learning-Based Solution

S Kayraklik, I Yildirim, E Basar, I Hokelek… - IEEE Systems …, 2024 - ieeexplore.ieee.org
This article presents reconfigurable intelligent surface (RIS)-aided deep learning (DL)-based
spectrum sensing for next-generation cognitive radios (CRs). To that end, the secondary …

Performance Analysis of a Deep Neural Network-Based Spectrum Sensing Approach

SN Syed, PI Lazaridis, FA Khan, QZ Ahmed… - … conference on the …, 2023 - Springer
Radio spectrum is a limited resource and the traditional fixed spectrum allocation methods
which permit only the Primary Users (PUs) to access the allocated spectrum, even when it is …