Bayesian estimators for cooperative spectrum sensing in cognitive radio networks

CHA Tavares, T Abrão - 2017 IEEE URUCON, 2017 - ieeexplore.ieee.org
In this paper we consider centralized cooperative spectrum sensing (SS) techniques for
cognitive radio networks using energy detector scheme. In light of the requirements imposed …

Machine learning based spectrum prediction in cognitive radio networks

P Pandian, C Selvaraj, N Bhalaji… - … on Networking and …, 2023 - ieeexplore.ieee.org
According to the Cisco's white paper for the year 2018-2023, machine-to-machine (M2M)
connections are mentioned as the first fastest growing connections, with a 2.4 fold increase …

Machine learning for cooperative spectrum sensing and sharing: A survey

D Janu, K Singh, S Kumar - Transactions on Emerging …, 2022 - Wiley Online Library
With the rapid development of next‐generation wireless communication technologies and
the increasing demand of spectrum resources, it becomes necessary to introduce learning …

Learning and reasoning in cognitive radio networks

L Gavrilovska, V Atanasovski… - … Surveys & Tutorials, 2013 - ieeexplore.ieee.org
Cognitive radio networks challenge the traditional wireless networking paradigm by
introducing concepts firmly stemmed into the Artificial Intelligence (AI) field, ie, learning and …

[PDF][PDF] Non-cooperative and cooperative spectrum sensing in 5G cognitive networks

G Caso, MTP Le, L De Nardis… - … of Cognitive Radio, 2017 - researchgate.net
Abstract 5G is the expected next step of the mobile cellular network evolution, and it is
considered as the answer to the ongoing huge increase of cellular users and services. The …

Spectrum availability prediction for cognitive radio communications: A DCG approach

L Yu, Y Guo, Q Wang, C Luo, M Li… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Cognitive Radio (CR) technology enables secondary users (SUs) to opportunistically access
unused licensed spectrum owned by primary users (PUs). It has the potential to significantly …

Cooperative spectrum sensing and hard decision rules for cognitive radio network

GM Salama, SA Taha - 2020 3rd International Conference on …, 2020 - ieeexplore.ieee.org
Cognitive radio is development of wireless communication and mobile computing. Spectrum
is a limited source. The licensed spectrum is proposed to be used only by the spectrum …

[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 …

Cooperative spectrum sensing in cognitive radio networks with Rayleigh fadings

SN Eliseev, NV Stepanova… - 2020 Wave Electronics …, 2020 - ieeexplore.ieee.org
Spectral sensing in" white space frequencies is important feature for cognitive radio
networks. Performances of detection of licensed users by individual secondary users (SU) …

Towards energy-efficient cooperative spectrum sensing for cognitive radio networks: An overview

S Althunibat, M Di Renzo, F Granelli - Telecommunication Systems, 2015 - Springer
Cognitive radio has been proposed as a promising technology to resolve the spectrum
scarcity problem by dynamically exploiting underutilized spectrum bands. Cognitive radio …