GS-QRNN: A high-efficiency automatic modulation classifier for cognitive radio IoT

P Ghasemzadeh, M Hempel… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
Cognitive radio (CR) has been introduced into the Internet of Things (IoT) domain as a
potential solution to the critical spectrum resource shortage caused by a dramatic increase …

Leader tracking control for heterogeneous uncertain nonlinear multi-agent systems via a distributed robust adaptive PID strategy

DG Lui, A Petrillo, S Santini - Nonlinear Dynamics, 2022 - Springer
This paper addresses the leader tracking control problem for heterogeneous uncertain
nonlinear multi-agent systems sharing information via a communication network, modeled …

Graph learning-based cooperative spectrum sensing with corrupted RSSs in spectrum-heterogeneous cognitive radio networks

T Jiang, M Jin, Q Guo, J Yao - IEEE Transactions on Wireless …, 2024 - ieeexplore.ieee.org
Spatiotemporal spectrum sensing of multiple primary users (PUs) sharing the same
channels with unknown and irregular coverage presents significant challenges. The receive …

FAS-driven spectrum sensing for cognitive radio networks

J Yao, M Jin, T Wu, M Elkashlan, C Yuen… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Cognitive radio (CR) networks face significant challenges in spectrum sensing, especially
under spectrum scarcity. Fluid antenna systems (FAS) can offer an unorthodox solution due …

Semantic Segmentation-Based Deep Spectrum Sensing for Cochannel Signals

W Deng, X Wang, Z Huang - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Spectrum sensing (SS) is essential in the cognitive radio-enabled Internet of Things (CR-
IoT) to enable spectrum resource allocation. In this study, we propose a novel semantic …

Detection of Transmission State of Multiple Wireless Sources: A Statistical Mechanics Approach

S Evangelatos, AL Moustakas - Telecom, 2023 - mdpi.com
Consider a random network of static primary wireless sources and a co-located network of
secondary wireless devices. The channel coefficients between the two networks are …

Priority-based dynamic IoT-downlink communications with blind transmission-mode recognition

H Yahya, A Al-Dweik, E Alsusa… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
In downlink Internet of things (IoT) applications, certain nodes can be given a higher
transmission priority than others, and hence might be allocated more transmission …

Multi-Antenna Spectrum Sensing With Alpha-Stable Noise for Cognitive Radio-Enabled IoT

J Zhang, M Liu, Y Chen, N Zhao… - IEEE Internet of …, 2024 - ieeexplore.ieee.org
Cognitive radio-enabled Internet of Things (CR-IoT) is considered as a promising
technology to handle spectrum scarcity for IoT applications. Spectrum sensing enables …

An efficient distributed approach for cooperative spectrum sensing in varying interests cognitive radio networks

M Trigka, E Dritsas - Sensors, 2022 - mdpi.com
The rapid growth in wireless communications, coupled with insufficient utilization of the
spectrum, led to the development of new wireless services and the promising technology of …

A Data-Driven Target Signal Extraction Method Based on Multimodal Clues for Co-Channel Interference Cancellation

W Deng, X Wang, Z Huang - IEEE Internet of Things Journal, 2024 - ieeexplore.ieee.org
Interference cancellation (IC) is crucial for ensuring the continuous operability of wireless
communication systems based on the Internet of Things (IoT). This study focuses on blind …