On optimal fuzzy c-means clustering for energy efficient cooperative spectrum sensing in cognitive radio networks

SP Maity, S Chatterjee, T Acharya - Digital Signal Processing, 2016 - Elsevier
This work explores the scope of Fuzzy C-Means (FCM) clustering on energy detection based
cooperative spectrum sensing (CSS) in single primary user (PU) cognitive radio network …

Overview of spectrum sensing for cognitive radio

E Axell, G Leus, EG Larsson - 2010 2nd international workshop …, 2010 - ieeexplore.ieee.org
We present a survey of state-of-the-art algorithms for spectrum sensing in cognitive radio.
The algorithms discussed range from energy detection to sophisticated feature detectors …

Deep neural networks for spectrum sensing: a review

SN Syed, PI Lazaridis, FA Khan, QZ Ahmed… - IEEE …, 2023 - ieeexplore.ieee.org
As we advance towards 6G communication systems, the number of network devices
continues to increase resulting in spectrum scarcity. With the help of Spectrum Sensing (SS) …

Interference management for integrated sensing and communication systems: A survey

Y Niu, Z Wei, L Wang, H Wu, Z Feng - arXiv preprint arXiv:2403.16189, 2024 - arxiv.org
Emerging applications such as autonomous driving and Internet of things (IoT) services put
forward the demand for simutaneous sensing and communication functions in the same …

Energy detection based spectrum sensing for sensing error minimization in cognitive radio networks

DC Oh, YH Lee - International Journal of Communication …, 2009 - search.proquest.com
In this paper, we investigate an optimization of threshold level with energy detection to
improve the spectrum sensing performance. Determining threshold level to minimize …

Distributed consensus-based weight design for cooperative spectrum sensing

W Zhang, Y Guo, H Liu, Y Chen… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
We study the distributed spectrum sensing in cognitive radio networks. Existing distributed
consensus-based fusion algorithms only ensure equal gain combining of local …

Review of robust cooperative spectrum sensing techniques for cognitive radio networks

H Rifà-Pous, MJ Blasco, C Garrigues - Wireless Personal Communications, 2012 - Springer
Cognitive radio networks sense spectrum occupancy and manage themselves to operate in
unused bands without disturbing licensed users. The detection capability of a radio system …

[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 …

Efficient soft decision fusion rule in cooperative spectrum sensing

W Han, J Li, Z Li, J Si, Y Zhang - IEEE Transactions on Signal …, 2013 - ieeexplore.ieee.org
In cognitive radio (CR), the soft decision fusion (SDF) rule plays a critical role in cooperative
spectrum sensing (CSS). However, the computational cost on obtaining efficient SDF rule …

Adaptive random access for cooperative spectrum sensing in cognitive radio networks

DJ Lee - IEEE Transactions on Wireless Communications, 2014 - ieeexplore.ieee.org
In this paper, an adaptive cooperative spectrum sensing scheme using random access is
proposed in a cognitive radio network. Although cooperative spectrum sensing improves the …