A comprehensive survey on machine learning approaches for dynamic spectrum access in cognitive radio networks
Due to exponential growth in demand for radio spectrum for wireless communication
networking, the radio spectrum has become over-crowded. The fixed spectrum allocation …
networking, the radio spectrum has become over-crowded. The fixed spectrum allocation …
Deep learning-inspired message passing algorithm for efficient resource allocation in cognitive radio networks
M Liu, T Song, J Hu, J Yang… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Energy efficiency (EE) and spectrum efficiency (SE) have received significant attentions on
optimizing the network performance in cognitive radio networks. In this paper, an EE+ SE …
optimizing the network performance in cognitive radio networks. In this paper, an EE+ SE …
Machine learning for spectrum information and routing in multihop green cognitive radio networks
Research works on cognitive radio networks (CRNs) together with energy harvesting (EH)
promise to address the spectrum scarcity and limited battery power problems on the wireless …
promise to address the spectrum scarcity and limited battery power problems on the wireless …
Resource-optimized multiarmed bandit-based offload path selection in edge UAV swarms
This paper looks into the problem of a decentralized data offloading within an edge
unmanned aerial vehicle (UAV) swarm to mitigate the complexities of a single UAV …
unmanned aerial vehicle (UAV) swarm to mitigate the complexities of a single UAV …
[PDF][PDF] Performance Modeling of Bio-Inspired Routing Protocols in Cognitive Radio Ad Hoc Network to Reduce End-to-End Delay.
R Jaganathan, V Ramasamy - … Journal of Intelligent Engineering & Systems, 2019 - inass.org
The rapid advancement of Cognitive Radio Ad Hoc Network (CRAHN) has created a
demand for effectively utilizing the spectrum without affecting the environment. End-to-end …
demand for effectively utilizing the spectrum without affecting the environment. End-to-end …
Outage analysis in cognitive radio networks with energy harvesting and Q-routing
The present work explores mitigation in end-to-end outage probability in an energy
harvesting (EH) enabled cognitive radio networks (CRNs) through reinforcement learning …
harvesting (EH) enabled cognitive radio networks (CRNs) through reinforcement learning …
Multi-node joint power allocation algorithm based on hierarchical game learning in underwater acoustic sensor networks
H Wang, Y Huang, F Luo, L Yang - Remote Sensing, 2022 - mdpi.com
In order to improve the overall service quality of the network and reduce the level of network
interference, power allocation has become one of the research focuses in the field of …
interference, power allocation has become one of the research focuses in the field of …
Optimal frequency-hop** anti-jamming strategy based on multi-step prediction Markov decision process
P Wei, S Wang, J Luo, Y Liu, L Hu - Wireless Networks, 2021 - Springer
With the increasingly fierce competition for electromagnetic spectrum resources and the
rapid development in artificial intelligence, frequency-hop** (FH) communication systems …
rapid development in artificial intelligence, frequency-hop** (FH) communication systems …
Genetic algorithm-based hybrid spectrum handoff strategy in cognitive radio-based internet of things
L Miao, H Qing, ZM Huo, ZX Sun, X Di - Telecommunication Systems, 2022 - Springer
Abstract In Cognitive radio-based Internet of Things (CR-IoT) systems, the return of the
primary user (PU) causes the secondary user (SU) that is communicating to face the …
primary user (PU) causes the secondary user (SU) that is communicating to face the …
Resource allocation in multi-user cognitive radio network with stackelberg game
B Ning, G Sun, J Li, A Zhang, W Hao, S Yang - IEEE Access, 2020 - ieeexplore.ieee.org
Resource allocation with sensing-based interference price is considered for multi-users
cognitive radio (CR) network, in which the primary base station (PBS) controls the secondary …
cognitive radio (CR) network, in which the primary base station (PBS) controls the secondary …