Cooperative spectrum sensing as image segmentation: a new data fusion scheme

K Wu, M Tang, C Tellambura… - IEEE Communications …, 2018 - ieeexplore.ieee.org
Reliable and efficient identification of spectrum access opportunities is crucial for cognitive
radio ad hoc networks (CRAHNs). A promising method to improve sensing reliability is CSS …

[PDF][PDF] Cooperative spectrum sensing and radio environment map construction in cognitive radio networks

HB Yilmaz - Bogaziei University, 2012 - researchgate.net
In this thesis, we focus on both internal and external sensing in Cognitive Radio (CR)
networks. In internal sensing, individual CRs discover spectrum opportunities via spectrum …

A near-optimal LLR based cooperative spectrum sensing scheme for CRAHNs

SA Alvi, MS Younis, M Imran… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
In Cognitive Radio Ad Hoc Networks (CRAHNs), cooperative spectrum sensing schemes
exploit spatial diversity of the Secondary Users (SUs), to reliably detect an unoccupied …

Sensing coverage-based cooperative spectrum detection in cognitive radio networks

J Kim, JP Choi - IEEE Sensors Journal, 2019 - ieeexplore.ieee.org
With the advancement of the Internet of Things (IoT), conventional principles of spectrum
allocation cannot mitigate spectrum depletion so that a cognitive radio technology is …

Reliable machine learning based spectrum sensing in cognitive radio networks

HA Shah, I Koo - Wireless Communications and Mobile …, 2018 - Wiley Online Library
Spectrum sensing is of crucial importance in cognitive radio (CR) networks. In this paper, a
reliable spectrum sensing scheme is proposed, which uses K‐nearest neighbor, a machine …

Cooperative spectrum sensing for heterogeneous sensor networks using multiple decision statistics

SK Sharma, S Chatzinotas, B Ottersten - … 2015, Doha, Qatar, April 21-23 …, 2015 - Springer
The detection of active Primary Users (PUs) in practical wireless channels with a single
Cognitive Radio (CR) sensor is challenging due to several issues such as the hidden node …

Co-SpOT: Cooperative spectrum opportunity detection using Bayesian clustering in spectrum-heterogeneous cognitive radio networks

A Zaeemzadeh, M Joneidi… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
A Bayesian data-mining approach is introduced for dynamic spectrum sensing in spectrum-
heterogeneous cognitive radio networks. The goal is to find the spectrum opportunities in …

Reputation-based spectrum sensing strategy selection in cognitive radio ad hoc networks

Z Sun, Z Xu, Z Chen, X Ning, L Guo - Sensors, 2018 - mdpi.com
Spectrum sensing plays an essential role in the detection of unused spectrum whole in
cognitive radio networks, including cooperative spectrum sensing (CSS) and independent …

Cooperative sensing with heterogeneous spectrum availability in cognitive radio

K Wu, H Jiang, C Tellambura - IEEE Transactions on Cognitive …, 2021 - ieeexplore.ieee.org
Cooperative spectrum sensing significantly improves sensing reliability in cognitive radio
networks. However, in large-scale secondary networks, spectrum availability is …

Hierarchical and adaptive spectrum sensing in cognitive radio based multi-hop cellular networks

H Zhuang, Z Luo, J Zhang… - 2010 IEEE 72nd …, 2010 - ieeexplore.ieee.org
In a spectrum overlay system, the secondary users (SUs) with cognitive radio capability
need to detect the presence of primary users promptly and reliably in order to prevent …