Cooperative spectrum sensing optimization in energy-harvesting cognitive radio networks

X Liu, K Zheng, K Chi, YH Zhu - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
This article focuses on the issue of cooperative spectrum sensing (CSS) in a mobile energy-
harvesting cognitive radio network (EH-CRN), where secondary transmitters (STs) are …

A review of deep learning techniques for enhancing spectrum sensing and prediction in cognitive radio systems: approaches, datasets, and challenges

N El-haryqy, Z Madini, Y Zouine - International Journal of …, 2024 - Taylor & Francis
Cognitive radio (CR) is an emerging wireless technology designed to optimize frequency
band usage and address spectrum shortages. Spectrum sensing and prediction are crucial …

Efficient energy detection methods for spectrum sensing under non-flat spectral characteristics

S Dikmese, PC Sofotasios, T Ihalainen… - IEEE Journal on …, 2014 - ieeexplore.ieee.org
Cognitive radio is an emerging wireless technology that is capable of efficiently coordinating
the use of the currently scarce spectrum resources, and spectrum sensing constitutes its …

Sparse frequency domain spectrum sensing and sharing based on cyclic prefix autocorrelation

S Dikmese, Z Ilyas, PC Sofotasios… - IEEE Journal on …, 2016 - ieeexplore.ieee.org
Cognitive radio (CR) is considered an important solution to the current spectral scarcity,
which is expected to be a significant issue in the next generation of wireless communication …

Performance analysis of volume-based spectrum sensing for cognitive radio

L Huang, C Qian, Y Xiao… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
In this work, the volume-based method for spectrum sensing is analyzed, which is able to
provide the desirable properties of constant false-alarm rate, robustness against deviation …

Subband energy based reduced complexity spectrum sensing under noise uncertainty and frequency-selective spectral characteristics

S Dikmese, PC Sofotasios, M Renfors… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The present work proposes a subband energy detection method that performs efficiently
under noise uncertainty (NU) and frequency-selective channels. The critical impact of …

An integrated performance evaluation of ED‐based spectrum sensing over ακμ and ακμ‐Extreme fading channels

TR Rasethuntsa, S Kumar - Transactions on Emerging …, 2019 - Wiley Online Library
This paper presents a comparative performance evaluation of energy detector (ED) under
the assumption that the propagation signal experiences fading modeled by the nonlinear …

Primary user traffic pattern based opportunistic spectrum handoff in cognitive radio networks

K Arshid, I Hussain, MK Bashir, S Naseem, A Ditta… - Applied Sciences, 2020 - mdpi.com
Through the expeditious expansion of the wireless network, the unlicensed bandwidth-
based devices are growing substantially as compared to the present vacant bandwidth …

LoRa Signal Monitoring System of Multi-Node Software Define Radio

Y Yi, H Zhao, Y Wang - 2020 IEEE Wireless Communications …, 2020 - ieeexplore.ieee.org
LoRa is a widely deployed LPWAN technology and is considered by a large number of
industries as a base for their IoT applications. However, if the IoT growth forecasts are …

Cooperative spectrum sensing based on generalized likelihood ratio test for cognitive radio channels with unknown primary user's power and colored noise

SS Moghaddam, A Habibzadeh - International Journal of …, 2018 - ingentaconnect.com
Background & Objective: This paper proposes a modified eigenvalue-based Generalized
Likelihood Ratio Test (GLRT). The proposed model is appropriate for cognitive wireless …