[HTML][HTML] Recent advances on artificial intelligence and learning techniques in cognitive radio networks

N Abbas, Y Nasser, KE Ahmad - EURASIP Journal on Wireless …, 2015 - Springer
Cognitive radios are expected to play a major role towards meeting the exploding traffic
demand over wireless systems. A cognitive radio node senses the environment, analyzes …

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 …

A survey on artificial intelligence techniques in cognitive radio networks

R Ganesh Babu, V Amudha - Emerging Technologies in Data Mining and …, 2019 - Springer
Cognitive radio (CR) is the solution for the current spectral underutilized problems, Context
awareness and environment awareness are the key functions of CR nowadays. A software …

A comprehensive survey on machine learning approaches for dynamic spectrum access in cognitive radio networks

A Kaur, K Kumar - Journal of Experimental & Theoretical Artificial …, 2022 - Taylor & Francis
Due to exponential growth in demand for radio spectrum for wireless communication
networking, the radio spectrum has become over-crowded. The fixed spectrum allocation …

Advances in cognitive radio networks: A survey

B Wang, KJR Liu - IEEE Journal of selected topics in signal …, 2010 - ieeexplore.ieee.org
With the rapid deployment of new wireless devices and applications, the last decade has
witnessed a growing demand for wireless radio spectrum. However, the fixed spectrum …

Intelligent wireless communications enabled by cognitive radio and machine learning

X Zhou, M Sun, GY Li, BHF Juang - China Communications, 2018 - ieeexplore.ieee.org
The ability to intelligently utilize resources to meet the need of growing diversity in services
and user behavior marks the future of wireless communication systems. Intelligent wireless …

[PDF][PDF] Machine learning implementation in cognitive radio networks with game-theory technique

JS Raj - Journal: IRO Journal on Sustainable Wireless Systems, 2020 - scholar.archive.org
Significant enhancement of spectrum utilization can be performed by means of Cognitive
Radio technology. A game theory based Cognitive Radio Network with Dynamic Spectrum …

[图书][B] Artificial intelligence in wireless communications

TW Rondeau, CW Bostian - 2009 - books.google.com
This cutting-edge resource offers practical overview of cognitive radio, a paradigm for
wireless communications in which a network or a wireless node changes its transmission or …

[PDF][PDF] Cognitive radio and dynamic spectrum access-A study

G Ghosh, P Das, S Chatterjee - International Journal of Next …, 2014 - researchgate.net
ABSTRACT A basic problem facing the future in wireless systems is where to find suitable
spectrum bands to fulfill the demand of future services. While all of the radio spectrum is …

Performance evaluation of artificial neural network-based learning schemes for cognitive radio systems

A Katidiotis, K Tsagkaris, P Demestichas - Computers & Electrical …, 2010 - Elsevier
Over the last decade the world of wireless communications has been undergoing some
crucial changes, which have brought it at the forefront of international research and …