[HTML][HTML] Performance enhancement in clustering cooperative spectrum sensing for cognitive radio network using metaheuristic algorithm

V Srivastava, P Singh, S Mahajan, AK Pandit… - Scientific Reports, 2023 - nature.com
Spectrum sensing describes, whether the spectrum is occupied or empty. Main objective of
cognitive radio network (CRN) is to increase probability of detection (Pd) and reduce …

Channel error detection based cluster formation for cooperative spectrum sensing

DMS Bhatti, SB Zaidi… - … Conference on Information …, 2018 - ieeexplore.ieee.org
To improve the energy efficiency and network performance of the cognitive radio network,
this paper has proposed an algorithm, which divides the whole network into few clusters …

Clustering scheme for cooperative spectrum sensing in cognitive radio networks

Y Jiao, P Yin, I Joe - IET Communications, 2016 - Wiley Online Library
For cognitive radio (CR), cooperation in spectrum sensing (SS) using energy detection can
increase the detection of primary user signal. However, it also brings extra cooperative …

[PDF][PDF] Cooperative spectrum sensing and weighted-clustering algorithm for cognitive radio network

H Liu, W Chen - … Journal of Information Engineering and Electronic …, 2011 - mecs-press.net
Cognitive radio is a promising technique for efficient utilization of idle authorized spectrum
since it is able to sense the spectrum and reuse the frequency when the primary user is …

Clustering formation in cognitive radio networks using machine learning

DMS Bhatti, S Ahmed, AS Chan, K Saleem - AEU-International Journal of …, 2020 - Elsevier
The goal of spectrum sensing is to elevate the detection performance of secondary users
(SUs) in a cognitive radio network (CRN). In cooperative spectrum sensing, all secondary …

Optimized cooperative spectrum sensing algorithms in cognitive radio networks

R Saifan, I Jafar, G Al Sukkar - 2017 - academic.oup.com
Spectrum sensing in cognitive radio (CR) is a basic requirement to protect the primary user
(PU) from bad interference. However, sensing has two main challenges. Firstly, the CR is …

An improved ensemble machine learning classifier for efficient spectrum sensing in cognitive radio networks

S PT - International Journal of Communication Systems, 2024 - Wiley Online Library
Cognitive radio network (CRN) is one form of wireless communication for solving the
spectrum underutilization problem. It is mainly used for sensing and learning the …

[PDF][PDF] Energy efficient clustering approach for cooperative spectrum sensing in cognitive radio networks

ASB Kozal, M Merabti, F Bouhafs - the 13th Anual Post Graduate …, 2012 - researchgate.net
Spectrum sensing is the key element in cognitive radio networks for detecting the primary
users. Due to the destructive conditions of sensing channel such as multipath fading and …

A new cooperative spectrum sensing with radio environment map in cognitive radio networks

Y Chen, H Zhang, H Hu, Q Wang - Proceedings of 2015 …, 2015 - ieeexplore.ieee.org
Spectrum sensing is regarded as an important part of the CR network. Its detection accuracy
is the key aspect which affects the performance of CR network. In this paper, a novel …

Cooperative spectrum sensing using fuzzy logic for cognitive radio network

T Rasheed, A Rashdi, AN Akhtar - 2018 Advances in Science …, 2018 - ieeexplore.ieee.org
Spectrum Sensing is the fundamental requirement of Cognitive radio Network to dynamically
access the available spectrum when Primary User (PU) is not utilizing it. A Fuzzy logic based …