Performance of spectrum sensing for cognitive radio based on field measurements of various radio technologies

M López-Benítez, F Casadevall… - 2010 European Wireless …, 2010 - ieeexplore.ieee.org
Despite its practical performance limitations, energy detection has gained popularity during
the last years as a spectrum sensing technique for dynamic spectrum access in cognitive …

Spectrum sensing and allocation schemes for cognitive radio

A Rai, A Sehgal, TL Singal… - Machine Learning and …, 2020 - Wiley Online Library
In wireless communication system, the radio spectrum is one of the biggest resource
constraints with limited availability in nature. To regulate the use of this limited resource …

[HTML][HTML] Applying classification methods for spectrum sensing in cognitive radio networks: an empirical study

N Basumatary, N Sarma, B Nath - Advances in Electronics …, 2018 - Springer
Spectrum sensing is the paramount aspect of cognitive radio network where a secondary
user is able to utilize the idle channels of the licensed spectrum band in an opportunistic …

Reliable machine learning based spectrum sensing in cognitive radio networks

HA Shah, I Koo - Wireless Communications and Mobile …, 2018 - Wiley Online Library
Spectrum sensing is of crucial importance in cognitive radio (CR) networks. In this paper, a
reliable spectrum sensing scheme is proposed, which uses K‐nearest neighbor, a machine …

[HTML][HTML] Improved local spectrum sensing for cognitive radio networks

W Ejaz, N ul Hasan, MA Azam, HS Kim - EURASIP Journal on Advances in …, 2012 - Springer
The successful deployment of dynamic spectrum access requires cognitive radio (CR) to
more accurately find the unoccupied portion of the spectrum. An accurate spectrum sensing …

A cognitive radio spectrum sensing implementation based on deep learning and real signals

M Saber, A Chehri, AE Rharras, R Saadane… - Innovations in Smart …, 2021 - Springer
In a cognitive radio environment, spectrum sensing is an essential phase for improving
spectrum resources management. Based on a deep learning method and real signals, a …

Performance evaluation of cyclostationary based spectrum sensing in cognitive radio network

SG Mohapatra, AG Mohapatra… - 2013 International Mutli …, 2013 - ieeexplore.ieee.org
The spectrum sensing problem has gained new aspects with cognitive radio and
opportunistic spectrum access approach. To identify the free spectrum is one of the most …

Performance enhancing techniques in cognitive radio networks

MS Sumi, RS Ganesh - 2017 IEEE International Conference on …, 2017 - ieeexplore.ieee.org
An important functionality of cognitive radio network is spectrum sensing. It is performed to
determine the idle frequency bands that are not being occupied by a licensed primary user …

Exact and asymptotic analysis of largest eigenvalue based spectrum sensing

O Tirkkonen, L Wei - Foundation of Cognitive Radio Systems, 2012 - books.google.com
Cognitive radio (CR) is a promising technique for future wireless communication systems. In
CR networks, dynamic spectrum access (DSA) of frequency is implemented to mitigate …

Recent advances on wideband spectrum sensing for cognitive radio

A Mariani, A Giorgetti, M Chiani - Cognitive Communication and …, 2014 - Springer
Spectrum sensing plays a fundamental role in cognitive radio (CR) networks allowing to
discover spectrum opportunities and enabling primary user (PU) protection. However, it …