A kind of joint routing and resource allocation scheme based on prioritized memories-deep Q network for cognitive radio ad hoc networks

Y Du, F Zhang, L Xue - Sensors, 2018 - mdpi.com
Cognitive Radio (CR) is a promising technology to overcome spectrum scarcity, which
currently faces lots of unsolved problems. One of the critical challenges for setting up such …

A reinforcement learning-based trust model for cluster size adjustment scheme in distributed cognitive radio networks

MH Ling, KLA Yau, J Qadir, Q Ni - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Cognitive radio enables secondary users (SUs) to explore and exploit the underutilized
licensed channels (or white spaces) owned by the primary users. To improve the network …

A survey and performance evaluation of reinforcement learning based spectrum aware routing in cognitive radio ad hoc networks

R Naveen Raj, A Nayak, MS Kumar - International Journal of wireless …, 2020 - Springer
Cognitive radio technology is an assuring solution for under-utilization of licensed spectrum
bands and overcrowding of unlicensed spectrum bands, in which secondary user is …

ECOR: an energy aware coded opportunistic routing for cognitive radio social internet of things

X Zhong, L Li, S Zhang, R Lu - Wireless Personal Communications, 2020 - Springer
In recent years, the social internet of things (SIoT) has become a research hot topic in the
field of wireless networks, which are inseparable relationships between human and devices …

TOT: Trust aware opportunistic transmission in cognitive radio Social Internet of Things

X Wang, X Zhong, L Li, S Zhang, R Lu… - Computer Communications, 2020 - Elsevier
In recent years, the Social Internet of Things (SIoT), which represents inseparable
relationships between humans and devices, has become a hot research topic in wireless …

TSOR: Thompson sampling-based opportunistic routing

Z Huang, Y Xu, J Pan - IEEE Transactions on Wireless …, 2021 - ieeexplore.ieee.org
Routing is a fundamental problem and has been extensively studied in various networks.
However, in highly dynamic networks (eg, wireless ad hoc networks), nodes have limited …

Non-cooperative reinforcement learning based routing in cognitive radio networks

B Pourpeighambar, M Dehghan, M Sabaei - Computer communications, 2017 - Elsevier
Abstract Cognitive Radio Networks (CRNs) have emerged to overcome the problem of
spectrum scarcity caused by spreading of wireless applications. In CRNs, Secondary Users …

Hybrid optimization based on spectrum aware opportunistic routing for cognitive radio ad hoc networks

HMA Abdullah, AVS Kumar, AAQ Ahmed… - Информатика и …, 2023 - ia.spcras.ru
Opportunistic routing has increased the efficiency and reliability of Cognitive Radio Ad-Hoc
Networks (CRAHN). Many researchers have developed opportunistic routing models …

Multi-agent learning based routing for delay minimization in cognitive radio networks

B Pourpeighambar, M Dehghan, M Sabaei - Journal of Network and …, 2017 - Elsevier
To overcome the problem of underutilizing licensed spectrum, Cognitive Radio Networks
(CRNs) have emerged in which Secondary Users (SUs) are allowed to access …

Oodt: obstacle aware opportunistic data transmission for cognitive radio ad hoc networks

X Zhong, L Li, Y Zhang, B Zhang… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In recent years, a large number of smart devices will be connected in Internet of Things (IoT)
using an ad hoc network, which needs more frequency spectra. The cognitive radio (CR) …