Who is smarter? Intelligence measure of learning-based cognitive radios
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 …
access to improve spectrum efficiency. Although the CR concept was invented with the core …
Intelligence measure of cognitive radios with learning capabilities
M Dabaghchian, S Liu, A Alipour-Fanid… - 2016 IEEE Global …, 2016 - ieeexplore.ieee.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 …
access to improve spectrum efficiency. Although the CR concept was invented with the core …
[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 …
CR-enabled cognitive wireless communications, and then discusses the differentiating …
Position paper: A theoretical framework for general cognition evaluation of cognitive radios
Cognitive radio network (CRN) has been considered as the most promising solution for an
efficient usage of wireless communication spectrum resource as the pervasive utility of …
efficient usage of wireless communication spectrum resource as the pervasive utility of …
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 …
technology and machine learning (ML), where intelligent networks can provide pervasive …
A survey of machine learning algorithms and their applications in cognitive radio
Cognitive radio (CR) technology is a promising candidate for next generation intelligent
wireless networks. The cognitive engine plays the role of the brain for the CR and the …
wireless networks. The cognitive engine plays the role of the brain for the CR and the …
Analysis of machine learning algorithms for spectrum decision in cognitive radios
LRM Pinto, LHA Correia - 2018 15th International symposium …, 2018 - ieeexplore.ieee.org
Technological advances in recent years have reduced the manufacturing costs of wireless
devices, increasing the number of such devices and applications. Most of these applications …
devices, increasing the number of such devices and applications. Most of these applications …
20 years of evolution from cognitive to intelligent communications
It has been 20 years since the concept of cognitive radio (CR) was proposed, which is an
efficient approach to provide more access opportunities to connect massive wireless …
efficient approach to provide more access opportunities to connect massive wireless …
Hierarchical cognition cycle for cognitive radio networks
Cognitive radio (CR) can bring about remarkable improvement in spectrum utilization.
Different cognition cycles have been proposed in recent years. However, most of the existing …
Different cognition cycles have been proposed in recent years. However, most of the existing …
Supervised cognitive system: A new vision for cognitive engine design in wireless networks
Cognitive radio attracts researchers' attention recently in radio resource management due to
its ability to exploit environment awareness in configuring radio system parameters …
its ability to exploit environment awareness in configuring radio system parameters …