Advances on spectrum sensing for cognitive radio networks: Theory and applications

A Ali, W Hamouda - IEEE communications surveys & tutorials, 2016 - ieeexplore.ieee.org
Due to the under-utilization problem of the allocated radio spectrum, cognitive radio (CR)
communications have recently emerged as a reliable and effective solution. Among various …

An overview of wireless communication technology using deep learning

J Jiao, X Sun, L Fang, J Lyu - China Communications, 2021 - ieeexplore.ieee.org
With the development of 5G, the future wireless communication network tends to be more
and more intelligent. In the face of new service demands of communication in the future such …

Detection and sensing of cognitive radio spectrum using minimum eigen value and TW distribution method

V Devi, M Monisha, M Meena, EN Ganesh… - AIP Conference …, 2022 - pubs.aip.org
Cognitive radio technology are highly shows the non-reliance property to signal to noise
ratio due its covariance nature of spectrum sensing. But using TW distribution with minimum …

Matched filter detection with dynamic threshold for cognitive radio networks

F Salahdine, H El Ghazi, N Kaabouch… - … on wireless networks …, 2015 - ieeexplore.ieee.org
In cognitive radio networks, spectrum sensing aims to detect the unused spectrum channels
in order to use the radio spectrum more efficiently. Various methods have been proposed in …

Long short-term memory based spectrum sensing scheme for cognitive radio using primary activity statistics

B Soni, DK Patel, M López-Benítez - IEEE Access, 2020 - ieeexplore.ieee.org
The cognitive radio (CR) network consists of primary users (PUs) and secondary users
(SUs). The SUs in the CR network senses the spectrum band to opportunistically access the …

Artificial neural network based hybrid spectrum sensing scheme for cognitive radio

MR Vyas, DK Patel… - 2017 IEEE 28th annual …, 2017 - ieeexplore.ieee.org
Spectrum sensing is a key aspect of Cognitive Radio (CR). The main requirement in CR
systems is the ability to sense the primary signal accurately and rapidly. In this paper, a …

A spectrum sensing technique based on autocorrelation and Euclidean distance and its comparison with energy detection for cognitive radio networks

H Reyes, S Subramaniam, N Kaabouch… - Computers & Electrical …, 2016 - Elsevier
Spectrum sensing is an important aspect of cognitive radios. This paper describes a method
for spectrum sensing based on the autocorrelation of the received samples. The proposed …

Time-dimension models of spectrum usage for the analysis, design, and simulation of cognitive radio networks

M Lopez-Benitez, F Casadevall - IEEE transactions on …, 2013 - ieeexplore.ieee.org
This paper addresses the problem of accurately modeling the spectrum occupancy patterns
of real radio communication systems, which is an essential aspect in the study of cognitive …

Cooperative spectrum sensing based on two-stage detectors with multiple energy detectors and adaptive double threshold in cognitive radio networks

A Bagwari, GS Tomar, S Verma - Canadian Journal of Electrical …, 2013 - ieeexplore.ieee.org
This paper presents two-stage detectors for spectrum sensing in cognitive radio networks.
The first stage consists of multiple energy detectors, where each energy detector (ED) has a …

Estimation of primary channel activity statistics in cognitive radio based on imperfect spectrum sensing

OH Toma, M Lopez-Benitez, DK Patel… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Primary channel statistics have recently gained increasing attention due to its remarkable
role in the performance improvement of Dynamic Spectrum Access (DSA)/Cognitive Radio …