Advances in Machine Learning-Driven Cognitive Radio for Wireless Networks: A Survey

NA Khalek, DH Tashman… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
The next frontier in wireless connectivity lies at the intersection of cognitive radio (CR)
technology and machine learning (ML), where intelligent networks can provide pervasive …

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 …

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 …

Who is smarter? Intelligence measure of learning-based cognitive radios

M Dabaghchian, A Alipour-Fanid, S Liu, K Zeng… - arXiv preprint arXiv …, 2017 - arxiv.org
Cognitive radio (CR) is considered as a key enabling technology for dynamic spectrum
access to improve spectrum efficiency. Although the CR concept was invented with the core …

Artificial intelligence for cognitive wireless communications

K Hwang, M Chen, H Gharavi… - IEEE Wireless …, 2019 - ieeexplore.ieee.org
The 13 articles in this special section focus on artificial intelligence and cognitive wireless
communications. With the rapid development of wireless communication and networking …

[PDF][PDF] Cognitive Radio: Forging ahead from Concept, Testbed to Large-Scale Deployment.

Y Zhao, L Morales-Tirado - J. Commun., 2012 - Citeseer
This article first briefly reviews the basic concepts about cognitive radio (CR) technology and
CR-enabled cognitive wireless communications, and then discusses the differentiating …

Evolution and future trends of research in cognitive radio: a contemporary survey

E Hossain, D Niyato, DI Kim - Wireless Communications and …, 2015 - Wiley Online Library
The cognitive radio (CR) paradigm for designing next‐generation wireless communications
systems is becoming increasingly popular, and different aspects of it are being implemented …

[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 …

A survey on machine learning algorithms for applications in cognitive radio networks

A Upadhye, P Saravanan, SS Chandra… - 2021 IEEE …, 2021 - ieeexplore.ieee.org
In this paper, we present a survey on the utility of machine learning (ML) algorithms for
applications in cognitive radio networks (CRN). We start with a high-level overview of some …

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 …