Artificial neural network design for improved spectrum sensing in cognitive radio

DK Patel, M Lopez-Benitez, B Soni… - Wireless …, 2020 - Springer
Abstract Dynamic Spectrum Access/Cognitive Radio systems access the channel in an
opportunistic, non-interfering manner with the primary network. These systems utilize …

Spectrum sensing in cognitive radio networks: potential challenges and future perspective

S Pandit, G Singh, S Pandit, G Singh - Spectrum Sharing in Cognitive …, 2017 - Springer
Due to the huge number of diverse wireless devices and technologies, spectacular
increases in the number of wireless subscribers, advent of new applications and continuous …

[HTML][HTML] A review of spectrum sensing in modern cognitive radio networks

MU Muzaffar, R Sharqi - Telecommunication Systems, 2024 - Springer
Cognitive radio network (CRN) is a pioneering technology that was developed to improve
efficiency in spectrum utilization. It provides the secondary users with the privilege to …

[HTML][HTML] Spectrum sensing in cognitive radio networks: threshold optimization and analysis

K Koçkaya, I Develi - EURASIP Journal on Wireless Communications and …, 2020 - Springer
Cognitive radio is a technology developed for the effective use of radio spectrum sources.
The spectrum sensing function plays a key role in the performance of cognitive radio …

Efficient spectrum sensing for cognitive radio networks via joint optimization of sensing threshold and duration

L Luo, S Roy - IEEE Transactions on Communications, 2012 - ieeexplore.ieee.org
Cognitive radio networks require fast and reliable spectrum sensing to achieve high network
utilization by secondary users. Optimization approaches to spectrum sensing to-date have …

[PDF][PDF] Hidden Markov model based spectrum sensing for cognitive radio

TTN Nguyen - 2013 - Citeseer
Thao Tran Nhu Nguyen, Ph. D. George Mason University, 2013 Dissertation Co-director: Dr.
Brian L. Mark Dissertation Co-director: Dr. Yariv Ephraim Cognitive radio is an emerging …

A hybrid spectrum sensing method for cognitive sensor networks

A Sepasi Zahmati, X Fernando, A Grami - Wireless personal …, 2014 - Springer
Existing spectrum sensing methods for cognitive radio do not consider the secondary
network's characteristics to obtain the frequency of spectrum sensing, ie, the sensing period …

Cooperative spectrum sensing in cognitive radio networks: A survey on machine learning-based methods

S Khamayseh, A Halawani - Journal of Telecommunications and Information …, 2020 - jtit.pl
The continuous growth of demand experienced by wireless networks creates a spectrum
availability challenge. Cognitive radio (CR) is a promising solution capable of overcoming …

Performance of machine learning-based techniques for spectrum sensing in mobile cognitive radio networks

MA Abusubaih, S Khamayseh - IEEE Access, 2021 - ieeexplore.ieee.org
Communication technologies are evolving drastically in recent years. However, the scarcity
of spectrum began to appear with the accelerating usage of various communication …

Energy-detection based spectrum sensing for cognitive radio on a real-time SDR platform

MBJ Rwodzi - 2016 - open.uct.ac.za
There has been an increase in wireless applications due to the technology boom;
consequently raising the level of radio spectrum demand. However, spectrum is a limited …