[HTML][HTML] MobileRaT: A Lightweight Radio Transformer Method for Automatic Modulation Classification in Drone Communication Systems

Q Zheng, X Tian, Z Yu, Y Ding, A Elhanashi… - Drones, 2023 - mdpi.com
… Nowadays, automatic modulation classification (AMC) has become a key component of
next-generation drone communication systems, which are crucial for improving communication

[HTML][HTML] Automatic modulation classification using deep residual neural network with masked modeling for wireless communications

Y Peng, L Guo, J Yan, M Tao, X Fu, Y Lin, G Gui - Drones, 2023 - mdpi.com
… technology provides a strong guarantee for the efficiency of communication systems. … In
this paper, we propose an automatic modulation classification (AMC) method based on deep …

[HTML][HTML] Automatic modulation classification based on deep learning for unmanned aerial vehicles

D Zhang, W Ding, B Zhang, C Xie, H Li, C Liu, J Han - Sensors, 2018 - mdpi.com
… This improvement helps the communication system achieve a much lower computational
complexity during testing when compared with the training process. As a further result, an …

[HTML][HTML] Decentralized learning and model averaging based automatic modulation classification in drone communication systems

M Ma, Y Xu, Z Wang, X Fu, G Gui - Drones, 2023 - mdpi.com
Automatic modulation classification (AMC) is a promising technology to identify the modulation
mode of the received signal in drone … techniques, automatic modulation classification (…

[HTML][HTML] Hybrid data augmentation and dual-stream spatiotemporal fusion neural network for automatic modulation classification in drone communications

A Gong, X Zhang, Y Wang, Y Zhang, M Li - Drones, 2023 - mdpi.com
Automatic modulation classification (AMC) is one of the most important technologies in various
communication systems, including drone communications. It … , help drone systems better …

Novel cooperative automatic modulation classification using unmanned aerial vehicles

X Yan, X Rao, Q Wang, HC Wu, Y Zhang… - IEEE Sensors …, 2021 - ieeexplore.ieee.org
… new decision-level CAMC approach for UAV-based DWSNs. In each … automatic modulation
classification to reach local decisions. Then, these local decisions are transmitted to the UAV-…

Artificial intelligence-driven real-time automatic modulation classification scheme for next-generation cellular networks

Z Kaleem, M Ali, I Ahmad, W Khalid, A Alkhayyat… - IEEE …, 2021 - ieeexplore.ieee.org
… next generation mobile communication systems to accurately and automatically detect
and … testing, and development, and unmanned air vehicle (UAV) communications. He …

Automatic modulation classification: A deep architecture survey

T Huynh-The, QV Pham, TV Nguyen, TT Nguyen… - IEEE …, 2021 - ieeexplore.ieee.org
… of intelligent radio signal processing, including modulation classification, signal detection, …
performance of modulation classification to obtain high reliability in communication systems, …

[HTML][HTML] Machine learning-assisted adaptive modulation for optimized drone-user communication in b5g

SP Gopi, M Magarini, SH Alsamhi, AV Shvetsov - Drones, 2021 - mdpi.com
… to perform adaptive modulation in drone–user communication systems to overcome ill effects
… The adaptive modulation scheme proposed in the paper achieves reliable communication

LightAMC: Lightweight automatic modulation classification via deep learning and compressive sensing

Y Wang, J Yang, M Liu, G Gui - IEEE Transactions on Vehicular …, 2020 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is an promising technology for non-cooperative
communication systems … ) networks and unmanned aerial vehicle (UAV)-aided systems. In this …