A survey on machine-learning techniques in cognitive radios

M Bkassiny, Y Li, SK Jayaweera - … Communications Surveys & …, 2012 - ieeexplore.ieee.org
In this survey paper, we characterize the learning problem in cognitive radios (CRs) and
state the importance of artificial intelligence in achieving real cognitive communications …

Radio resource allocation techniques for efficient spectrum access in cognitive radio networks

GI Tsiropoulos, OA Dobre, MH Ahmed… - … Surveys & Tutorials, 2014 - ieeexplore.ieee.org
This paper provides an overview of cognitive radio (CR) networks, with focus on the recent
advances in resource allocation techniques and the CR networks architectural design. The …

5G technology: Towards dynamic spectrum sharing using cognitive radio networks

WSHMW Ahmad, NAM Radzi, FS Samidi, A Ismail… - IEEE …, 2020 - ieeexplore.ieee.org
The explosive popularity of small-cell and Internet of Everything devices has tremendously
increased traffic loads. This increase has revolutionised the current network into 5G …

Optimized waveforms for 5G–6G communication with sensing: Theory, simulations and experiments

SD Liyanaarachchi, T Riihonen… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Joint communication and sensing (JCAS) is an emerging technology for managing efficiently
the scarce radio frequency (RF) spectrum, and is expected to be a key ingredient in beyond …

Distributed spectrum sensing for cognitive radio networks by exploiting sparsity

JA Bazerque, GB Giannakis - IEEE Transactions on Signal …, 2009 - ieeexplore.ieee.org
A cooperative approach to the sensing task of wireless cognitive radio (CR) networks is
introduced based on a basis expansion model of the power spectral density (PSD) map in …

Spectrum trading in cognitive radio networks: A contract-theoretic modeling approach

L Gao, X Wang, Y Xu, Q Zhang - IEEE Journal on Selected …, 2011 - ieeexplore.ieee.org
Cognitive radio is a promising paradigm to achieve efficient utilization of spectrum resource
by allowing the unlicensed users (ie, secondary users, SUs) to access the licensed …

An efficient optimized handover in cognitive radio networks using cooperative spectrum sensing

H Anandakumar, K Umamaheswari - Intelligent Automation & Soft …, 2017 - Taylor & Francis
Cognitive radio systems necessitate the incorporation of cooperative spectrum sensing
among cognitive users to increase the reliability of detection. We have found that …

Dynamics of multiple-seller and multiple-buyer spectrum trading in cognitive radio networks: A game-theoretic modeling approach

D Niyato, E Hossain, Z Han - IEEE Transactions on Mobile …, 2008 - ieeexplore.ieee.org
We consider the problem of spectrum trading with multiple licensed users (ie, primary users)
selling spectrum opportunities to multiple unlicensed users (ie, secondary users). The …

Optimal resource allocation for MIMO ad hoc cognitive radio networks

SJ Kim, GB Giannakis - IEEE Transactions on Information …, 2011 - ieeexplore.ieee.org
Maximization of the weighted sum-rate of secondary users (SUs) possibly equipped with
multiantenna transmitters and receivers is considered in the context of cognitive radio (CR) …

Cognitive radio: survey on communication protocols, spectrum decision issues, and future research directions

J Marinho, E Monteiro - Wireless networks, 2012 - Springer
Currently, the radio spectrum is statically allocated and divided between licensed and
unlicensed frequencies. Due to this inflexible policy, some frequency bands are growing in …