Spectrum sensing, clustering algorithms, and energy-harvesting technology for cognitive-radio-based internet-of-things networks

X Fernando, G Lăzăroiu - Sensors, 2023 - mdpi.com
The aim of this systematic review was to identify the correlations between spectrum sensing,
clustering algorithms, and energy-harvesting technology for cognitive-radio-based internet …

Blind spectrum sensing algorithms in CRNs: A brief overview

DJ Zaidawi, SB Sadkhan - 2021 7th International Engineering …, 2021 - ieeexplore.ieee.org
In cognitive radio, the spectrum is being used in those modern applications that can monitor
spectrum, ie, alternative users (SUs), could use the spectrum that the main user (PU) does …

Adversarial machine learning for enhanced spread spectrum communications

MKM Fadul, DR Reising, KT Arasu… - MILCOM 2021-2021 …, 2021 - ieeexplore.ieee.org
Recently deep learning has demonstrated much success within the fields of image and
natural language processing, facial recognition, and computer vision. The success is …

Machine learning based spectrum sensing and distribution in a cognitive radio network

V Krishnakumar, P Savarinathan… - 2022 International …, 2022 - ieeexplore.ieee.org
The advent of 5G communication networks will seek an increasing demand in the utilization
of the spectrum with the rise in the number of users. The radio spectrum is a scarce resource …

An efficient adaptive threshold‐based dragonfly optimization model for cooperative spectrum sensing in cognitive radio networks

S Jothiraj, S Balu, N Rangaraj - International Journal of …, 2021 - Wiley Online Library
Effective utilization of spectrum resources is an important factor in wireless communication
which reduces spectrum scarcity. Over the years, communication systems use different …

Mathematical analysis of highly scalable cognitive radio systems using hybrid game and queuing theory

LA Vasquez-Toledo, B Borja-Benítez… - … -International Journal of …, 2020 - Elsevier
A novel mathematical analysis comprising a hybrid combination of queuing and game
theories to reduce the blocking probability for cognitive radio systems is presented in this …

Identifying malicious secondary user presence within primary user range in cognitive radio networks

V Brinda, M Bhuvaneshwari - Wireless Personal Communications, 2022 - Springer
Abstract Cognitive Radio (CR) Network is a wireless communication technology, in which a
detection device smartly detects occupied and unoccupied channels. During traffic, unused …

Deep Learning-based SNR Estimation for Multistage Spectrum Sensing in Cognitive Radio Networks

S Jeevangi, S Jawaligi, V Patil - Journal of Telecommunications and …, 2022 - jtit.pl
Vacant frequency bands are used in cognitive radio (CR) by incorporating the spectrum
sensing (SS) technique. Spectrum sharing plays a central role in ensuring the effectiveness …

An integrated parallel multistage spectrum sensing for cognitive radio

F Mashta, M Wainakh, W Altabban - International Journal of …, 2021 - igi-global.com
Spectrum sensing for cognitive radio requires speed and good detection performance at
very low SNR ratios. There is no single-stage spectrum sensing technique that is perfect …

A modified advanced encryption standard-based model for secured data transmission in cognitive radio with multi-channels

KP More, RA Patil - International Journal of Wireless and …, 2024 - inderscienceonline.com
Cognitive Radio Network (CRN) is said to be a capable mechanism for boosting the
advancement of 5G networks. Designing of Medium Access Control (MAC) protocol for CRN …