Smart sensing enabled dynamic spectrum management for cognitive radio networks
Cognitive Radio Networks (CRNs) have ushered in a transformative era in wireless
communication, reshaping the landscape of radio spectrum utilization and management. At …
communication, reshaping the landscape of radio spectrum utilization and management. At …
[引用][C] Artificial neural network based learning in cognitive radio
M Venkatesan, AV Kulkarni, R Menon - Proc. of Int. Conf. on Advances in …, 2013
Machine learning based spectrum prediction in cognitive radio networks
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 …
connections are mentioned as the first fastest growing connections, with a 2.4 fold increase …
Advances and emerging challenges in cognitive internet-of-things
The evolution of Internet of Things (IoT) devices and their adoption in new generation
intelligent systems has generated a huge demand for wireless bandwidth. This bandwidth …
intelligent systems has generated a huge demand for wireless bandwidth. This bandwidth …
Applications of machine learning to cognitive radio networks
C Clancy, J Hecker, E Stuntebeck… - IEEE Wireless …, 2007 - ieeexplore.ieee.org
Cognitive radio offers the promise of intelligent radios that can learn from and adapt to their
environment. To date, most cognitive radio research has focused on policy-based radios that …
environment. To date, most cognitive radio research has focused on policy-based radios that …
Entropy based exploration in cognitive radio networks using deep reinforcement learning for dynamic spectrum access
MJ Liston, KR Dandekar - 2021 IEEE 21st Annual Wireless and …, 2021 - ieeexplore.ieee.org
This paper details the practical design of a Cognitive Radio network which uses multi-agent
Deep Reinforcement Learning for dynamic spectrum access. Each network node evaluates …
Deep Reinforcement Learning for dynamic spectrum access. Each network node evaluates …
Enhanced multi-parameter cognitive architecture for future wireless communications
The very original concept of cognitive radio raised by Mitola targets at all the environment
parameters, including those in the physical, MAC, and application layers, as well as the …
parameters, including those in the physical, MAC, and application layers, as well as the …
Multiband spectrum access: Great promises for future cognitive radio networks
G Hattab, M Ibnkahla - Proceedings of the IEEE, 2014 - ieeexplore.ieee.org
Cognitive radio has been widely considered as one of the prominent solutions to tackle the
spectrum scarcity. While the majority of existing research has focused on single-band …
spectrum scarcity. While the majority of existing research has focused on single-band …
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 …
crucial changes, which have brought it at the forefront of international research and …