Cooperative spectrum sensing based on LSTM-CNN combination network in cognitive radio system

L Li, W Xie, X Zhou - IEEE Access, 2023 - ieeexplore.ieee.org
Cognitive radio (CR), as an emerging technology to improve the utilization of radio
spectrum, the fundamental of CR technology is spectrum sensing, due to the detection …

[HTML][HTML] Performance enhancement in clustering cooperative spectrum sensing for cognitive radio network using metaheuristic algorithm

V Srivastava, P Singh, S Mahajan, AK Pandit… - Scientific Reports, 2023 - nature.com
Spectrum sensing describes, whether the spectrum is occupied or empty. Main objective of
cognitive radio network (CRN) is to increase probability of detection (Pd) and reduce …

[HTML][HTML] A Spectrum Occupancy Model for Primary Users in Cognitive Radio Systems

Y Cao, Y Zhao, H Li - Journal of Computer and Communications, 2023 - scirp.org
There are abundant research results related to cognitive radio systems (CR systems), but
using queueing models to portray CR systems is a new research trend. In this paper, a …

Peak to average power ratio analysis for multicarrier waveform using SLM

J Gupta, A Gupta, A Kumar - International Conference on Communication …, 2022 - Springer
The growing subscriber demands in various subscribers have been taken into account in the
deployment of fifth generation (5G) radio. Multicarrier Waveforms (MCW) will play an …

Detection of Spectrum Sensors for Maximizing Eigenvalue and Hardware Efficiency in Cognitive Radio Networks Using Machine Learning

K Vadivelu, E Gnanamanoharan… - International Journal of …, 2024 - ijisae.org
Cognitive radio networks (CRNs) make it possible for opportunistic spectrum access by
dynamically identifying and utilising underutilised frequency bands. In this research, we …

An Effective Hybrid Spectrum Sensing Methodology in Cognitive Radio Network Using Deep Temporal Convolution Network

R KoteswaraRao, C Sharanya - 2023 4th International …, 2023 - ieeexplore.ieee.org
“Spectrum sensing is a crucial component in Cognitive Radio Networks (CRN)”. CRN
systems' capacity to reliably and quickly sense the principal signal is a vital requirement …

Performance analysis of cooperative spectrum sensing using double dynamic threshold

N Chaudhary, R Mahajan - IAES International Journal of …, 2023 - search.proquest.com
Increased use of wireless technologies and in turn more utilization of available spectrum is
subsequently leading to the increasing demand for wireless spectrum. This research work …

SVM Dynamic Selection of Voting Rule for Cooperative Spectrum Sensing in CUAVNs

C Yu, J Shen, J Wu, R Zheng, M Su, L Qiao, J Gan… - 2024 - preprints.org
Due to the rapid development of unmanned aerial vehicles (UAVs) communication
technology, UAVs are gradually competing with primary users (PUs) for spectrum resources …

Analysis of Matched Filter Spectrum Sensing in Multicarrier Waveform

M Mittal - International Conference on Communication, Devices …, 2022 - Springer
Cognitive Radio (CR) is designed to overcome the issue of spectrum scarcity. The CR
function is based on Software Defined Radio (SDR), which identifies the idle spectrum from …