A survey on the energy detection of OFDM signals with dynamic threshold adaptation: Open Issues and Future Challenges

J Lorincz, I Ramljak, D Begušić - Sensors, 2021 - mdpi.com
Cognitive radio (CR), as a concept based on the ability to detect and share the unutilised
spectrum, has been envisioned as a promising candidate to improve the efficiency of …

[图书][B] Spectrum sensing for cognitive radio: Fundamentals and applications

KM Captain, MV Joshi - 2021 - taylorfrancis.com
This comprehensive reference text discusses concepts of cognitive radio and the advances
in the field of spectrum sensing. This text discusses the concept of cognitive radio for next …

RETRACTED ARTICLE: PALM-CSS: a high accuracy and intelligent machine learning based cooperative spectrum sensing methodology in cognitive health care …

M Varun, C Annadurai - Journal of Ambient Intelligence and Humanized …, 2021 - Springer
Spectrum sensing is the most crucial importance in cognitive radios. We propose a novel
machine-learning algorithm for spectrum sensing in cognitive radio networks, which plays …

Online detection and SNR estimation in cooperative spectrum sensing

J Perez, J Via, L Vielva… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Cooperative spectrum sensing has proved to be an effective method to improve the
detection performance in cognitive radio systems. This work focuses on centralized …

Riemannian distance-based fast k-medoids clustering algorithm for cooperative spectrum sensing

S Zhang, Y Wang, Y Zhang, P Wan… - IEEE Systems …, 2021 - ieeexplore.ieee.org
Spectrum sensing is a fundamental component in a cognitive radio network to utilize the
frequency bands effectively. In this article a fast Riemannian distance-based K-medoids …

Spectrum aggregation dual-band real-time RF/microwave analog signal processing from microstrip line high-frequency Hilbert transformer

R Islam, MH Maktoomi, H Ren… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
A uniplanar microstrip line RF/microwave real-time analog signal processing (RAP) units are
proposed in this article to operate concurrently at two frequencies for spectrum aggregation …

Deep transfer cooperative sensing in cognitive radio

L Li, H Jiang, H He - IEEE Wireless Communications Letters, 2021 - ieeexplore.ieee.org
In this letter, we propose a deep transfer cooperative sensing (DTCS) approach in cognitive
radio networks, where multiple secondary users (SUs) cooperate to detect the presence of …

[HTML][HTML] Deep Q-learning-based resource allocation for solar-powered users in cognitive radio networks

HTH Giang, PD Thanh, I Koo - ICT Express, 2021 - Elsevier
This paper considers uplink solar-powered cognitive radio networks (CRNs) where multiple
secondary users (SUs) transmit data to a secondary base station (SBS) by sharing a …

Differential evolution based machine learning scheme for secure cooperative spectrum sensing system

N Gul, SM Kim, S Ahmed, MS Khan, J Kim - Electronics, 2021 - mdpi.com
The secondary users (SUs) in cognitive radio networks (CRNs) can obtain reliable spectrum
sensing information of the primary user (PU) channel using cooperative spectrum sensing …

Advanced squirrel algorithm‐trained neural network for efficient spectrum sensing in cognitive radio‐based air traffic control application

G Eappen, T Shankar, R Nilavalan - IET communications, 2021 - Wiley Online Library
In the current scenario, there is a drastic increase in air traffic. The air to ground
communication plays a crucial role in the air traffic control system. There is a limited …