Optimizing spectrum sharing in wireless mesh network using cognitive technology

A Alsarhan, AN Quttoum, Y Kilani - Wireless Personal Communications, 2017 - Springer
… We have presented the RL scheme to extract the optimal leasing policy for dynamic spectrum
sharing in cognitive radio networks. We have considered an environment in which multiple …

Decentralized robust spectrum allocation for cognitive radio wireless mesh networks

G Capdehourat, F Larroca, P Belzarena - Ad Hoc Networks, 2016 - Elsevier
… already authorized in the US to give such spectrum database service [11]. Everything
suggests that in the short to medium term dynamic spectrum allocation will expand, and in a few …

[HTML][HTML] Q-learning-based dynamic spectrum access in cognitive industrial Internet of Things

F Li, KY Lam, Z Sheng, X Zhang, K Zhao… - Mobile Networks and …, 2018 - Springer
… We introduce the system model for dynamic spectrum access … the performance of the spectrum
access strategy in Section 4. … dynamic spectrum access in heterogeneous mesh networks

Spectrum Sensing and SINR Estimation in an IEEE 802.11 s Dynamic Spectrum Access Wireless Mesh Network

N Zlobinsky, AK Mishra, F Takawira - … Management and Wireless Access, 2022 - dl.acm.org
… This work presents Signalto-Interference-and-Noise-Ratio estimation for Dynamic Spectrum
Access WMNs that is granular and accurate. We also propose to use the idle time inherent …

Dynamic spectrum access for multimedia transmission over multi-user, multi-channel cognitive radio networks

XL Huang, XW Tang, F Hu - IEEE Transactions on Multimedia, 2019 - ieeexplore.ieee.org
… By maximizing the utility function, we could obtain the optimal and dynamic spectrum access
scheme for multimedia transmission. In the simulations, we have analyzed the impact of …

Deep reinforcement learning for dynamic spectrum access in wireless networks

Y Xu, J Yu, WC Headley… - MILCOM 2018-2018 IEEE …, 2018 - ieeexplore.ieee.org
… We assume a mesh network of 2N nodes, and among them are N nodes acting as transmitters
and another N nodes acting as receivers. There are K orthogonal channels. We assume …

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
… In CR networks, a channel sensing algorithm based on ART-2 is proposed for cognitive
wireless mesh networks in which the spectrum is divided into disjoint sub-bands and sensing is …

[HTML][HTML] Energy Efficient Multicast Communication in Cognitive Radio Wireless Mesh Network

I Baig, N Ul Hasan, P Valsalan, M Zghaibeh - Sensors, 2022 - mdpi.com
Multicasting is a basic networking primitive used in a wide variety of applications that is also
true for cognitive radio-based networks. Although cognitive radio technology is considered …

[PDF][PDF] A new connectivity strategy for wireless mesh networks using dynamic spectrum access

R Maliwatu - 2021 - open.uct.ac.za
Dynamic Spectrum Access (DSA) marked an important juncture in the evolution of wireless
networks… Motivated by the desire to leverage DSA for mesh networking, this research revisits …

Channel parameter tuning in a hybrid Wi-Fi-Dynamic Spectrum Access Wireless Mesh Network

N Zlobinsky - 2023 - open.uct.ac.za
… The three main concepts that will be combined in this work are Cognitive Radio (CR),
Dynamic Spectrum Access (DSA) and Wireless Mesh Networks (WMNs). Each of these has …