A convolutional and transformer based deep neural network for automatic modulation classification
Automatic modulation classification (AMC) aims at identifying the modulation of the received
signals, which is a significant approach to identifying the target in military and civil …
signals, which is a significant approach to identifying the target in military and civil …
Efficient Cumulant-Based Automatic Modulation Classification Using Machine Learning
B Dgani, I Cohen - Sensors, 2024 - mdpi.com
This paper introduces a new technique for automatic modulation classification (AMC) in
Cognitive Radio (CR) networks. The method employs a straightforward classifier that utilizes …
Cognitive Radio (CR) networks. The method employs a straightforward classifier that utilizes …
An ultra lightweight neural network for automatic modulation classification in drone communications
M Wang, S Fang, Y Fan, J Li, Y Zhao, Y Wang - Scientific Reports, 2024 - nature.com
Unmanned aerial vehicle (UAV)-assisted communication based on automatic modulation
classification (AMC) technology is considered an effective solution to improve the …
classification (AMC) technology is considered an effective solution to improve the …
Adversarial Robust ViT-based Automatic Modulation Recognition in Practical Deep Learning-based Wireless Systems
G Li, CC Lin, X Zhang, X Ma, L Guo - 2025 IEEE Symposium on …, 2024 - computer.org
Advanced wireless communication systems adopt deep learning (DL) approaches to
achieve automatic modulation recognition (AMR) for spectrum monitoring and management …
achieve automatic modulation recognition (AMR) for spectrum monitoring and management …
Research on Communication Signal Modulation Recognition Based on a CCLDNN
Z He, X Zeng - Electronics, 2024 - mdpi.com
In this paper, a new automatic modulation recognition (AMR) method named CCLDNN
(complex-valued convolution long short-term memory deep neural network) is proposed. It is …
(complex-valued convolution long short-term memory deep neural network) is proposed. It is …
A scalable multimodal ensemble learning framework for automatic modulation recognition
J Shi, G Yue, S Ma, T Peng… - International Journal of …, 2024 - inderscienceonline.com
The Automatic Modulation Recognition (AMR) method based on Deep Learning (DL) has
achieved excellent performance and gradually become a hot spot of research. Most …
achieved excellent performance and gradually become a hot spot of research. Most …
LPI radar waveform recognition model based on multiple feature image and quasi-residual attention module
Z Li, L Wu, B Xia, L Song - Journal of Physics: Conference Series, 2024 - iopscience.iop.org
Detecting and classifying the modulation type of the intercepted noisy LPI radar waveform
has become a hot topic in the field of Electronic Countermeasures (ECM). In this paper, we …
has become a hot topic in the field of Electronic Countermeasures (ECM). In this paper, we …