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 …
Physical layer security enhancement in energy harvesting-based cognitive internet of things: A GAN-powered deep reinforcement learning approach
R Lin, H Qiu, J Wang, Z Zhang, L Wu… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Cognitive radio (CR) is regarded as the key technology of the 6th-Generation (6G) wireless
network. Because 6G CR networks are anticipated to offer worldwide coverage, increase …
network. Because 6G CR networks are anticipated to offer worldwide coverage, increase …
A hybrid communication scheme for throughput maximization in backscatter-aided energy harvesting cognitive radio networks
Motivated by the benefits of cognitive radio (CR), energy harvesting (EH), and backscatter
communication (BC) technologies to support Internet of Things (IoT) systems, we investigate …
communication (BC) technologies to support Internet of Things (IoT) systems, we investigate …
Analysis of dimensionality reduction techniques on Internet of Things data using machine learning
Abstract Internet of Things (IoT), being a global infrastructure, aims to improve the quality of
our lives. The potential applicability of IoT to almost every field of life, gives rise to an …
our lives. The potential applicability of IoT to almost every field of life, gives rise to an …
A Hierarchical Network Management Strategy for Distributed CIIoT With Imperfect CSI
F Yang, S Zhang, C Liu, J Huang, T Yu… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
In the distributed Cognitive Industrial Internet of Things (CIIoT), since industrial devices may
self-organize to determine their connection and dispersion and the network may be …
self-organize to determine their connection and dispersion and the network may be …
Joint Energy Efficiency and Throughput Optimization for UAV-WPT Integrated Ground Network using DDPG
Unmanned aerial vehicles (UAV) have been applied in many civilian and commercial
applications, including agriculture mapping, military surveillance, reconnaissance activities …
applications, including agriculture mapping, military surveillance, reconnaissance activities …
Cyclostationary feature based modulation classification with convolutional neural network in multipath fading channels
L Yin, X Xiang, Y Liang - IEEE Access, 2023 - ieeexplore.ieee.org
Modulation classification has been widely studied in recent years. However, few studies
focus on the performance degradation in multipath fading channels, whose impact is non …
focus on the performance degradation in multipath fading channels, whose impact is non …
Reconfigurable Intelligent Surfaces-assisted Overlay Energy Harvesting-CRN under Resilient Primary User Outages
This letter investigates a reconfigurable intelligent surface (RIS)-assisted overlay cognitive
radio network (CRN) that incorporates rate splitting multiple access (RSMA) and energy …
radio network (CRN) that incorporates rate splitting multiple access (RSMA) and energy …
Performance optimization of energy-harvesting underlay cognitive radio networks using reinforcement learning
DH Tashman, S Cherkaoui… - … and Mobile Computing …, 2023 - ieeexplore.ieee.org
In this paper, a reinforcement learning technique is employed to maximize the performance
of a cognitive radio network (CRN). In the presence of primary users (PUs), it is presumed …
of a cognitive radio network (CRN). In the presence of primary users (PUs), it is presumed …
Charger and receiver deployment for trajectory coverage with delay constraint in mobile wireless rechargeable sensor networks
H Yao, Q Zhang, X Fu, Y Yang, I Ungurean - Ad Hoc Networks, 2023 - Elsevier
Abstract Wireless Rechargeable Sensor Networks (WRSNs) powered by radio-frequency
radiation attract a lot of attention for their sustainability and convenience, etc. One focus is …
radiation attract a lot of attention for their sustainability and convenience, etc. One focus is …