Convergence of IoT and cognitive radio networks: A survey of applications, techniques, and challenges

M Khasawneh, A Azab, S Alrabaee, H Sakkal… - IEEE …, 2023 - ieeexplore.ieee.org
Cognitive Radio Networks (CRNs) have been proposed as a solution to the problem of
spectrum scarcity in wireless communication systems. CRNs allow for dynamic spectrum …

DL-PR: Generalized automatic modulation classification method based on deep learning with priori regularization

Q Zheng, X Tian, Z Yu, H Wang, A Elhanashi… - … Applications of Artificial …, 2023 - Elsevier
Automatic modulation classification (AMC) is an essential and indispensable topic in the
development of cognitive radios. It is the cornerstone of adaptive modulation and …

Optimization of energy efficiency in UAV-enabled cognitive IoT with short packet communication

H Hu, Y Huang, G Cheng, Q Kang… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
The unmanned aerial vehicle (UAV) assisted communication can significantly improve the
coverage and spectrum efficiency of the Internet of Things (IoT). One main feature of IoT is …

A Comprehensive Review of Direction-of-Arrival Estimation and Localization Approaches in Mixed-Field Sources Scenario

AM Molaei, B Zakeri, SMH Andargoli… - IEEE …, 2024 - ieeexplore.ieee.org
Direction-of-arrival (DOA) estimation plays a crucial role in array signal processing across
various domains, including radar, sonar, wireless communications, and seismic exploration …

Robust automatic modulation classification using asymmetric trilinear attention net with noisy activation function

Q Zheng, X Tian, Z Yu, M Yang, A Elhanashi… - … Applications of Artificial …, 2025 - Elsevier
Nowadays, automatic modulation classification (AMC) plays an essential role in the
cognitive radio based non-cooperative wireless communication system. Although numerous …

Multi-fold high-order cumulants based CFAR detector for radar weak target detection

X Liu, X Bai, D Wang - Digital Signal Processing, 2023 - Elsevier
As an important detection means, radar is widely used in target monitoring field. However,
due to the small radar cross section (RCS) of stealthy or small target and the complex …

Small-cell sleeping and association for energy-harvesting-aided cellular IoT with full-duplex self-backhauls: A game-theoretic approach

Y Cheng, J Zhang, J Zhang, H Zhao… - IEEE Internet of …, 2021 - ieeexplore.ieee.org
Energy harvesting (EH)-enabled cellular Internet of Things (IoT) is a promising solution to
handle the charging and accessing of massive IoT nodes. However, limited by the high …

MASSnet: Deep Learning-Based Multiple-Antenna Spectrum Sensing for Cognitive Radio-Enabled Internet of Things

L Zhang, S Zheng, K Qiu, C Lou… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Cognitive radio-based Internet of Things (CR-IoTs) provide an efficient spectrum
management for IoT networks with massive wireless access and data transmission needs …

GAN-Based Siamese Neuron Network for Modulation Classification Against White-Box Adversarial Attacks

X Zhou, P Qi, W Zhang, S Zheng… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
With the extensive application of modulation classification in the field of wireless
communication, various methods of modulation classification have been proposed to …

Intelligent spectrum sensing algorithm for cognitive internet of vehicles based on KPCA and improved CNN

Y Duan, F Huang, L Xu, TA Gulliver - Peer-to-Peer Networking and …, 2023 - Springer
With the acceleration of economic globalization and integration, the global trade is
becoming more frequent, which promotes the vigorous development of transportation …