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A survey on the use of deep learning techniques for uav jamming and deception
O Šimon, T Götthans - Electronics, 2022 - mdpi.com
Unmanned aerial vehicles (UAVs) can be used for a variety of illegal activities (eg, industrial
espionage, smuggling, terrorism). Given their growing popularity and availability, and …
espionage, smuggling, terrorism). Given their growing popularity and availability, and …
TSN-A: An efficient deep learning model for automatic modulation classification based on intra-class confusion reduction of modulation families
X Wu, S Wei, Y Zhou, F Liao - IEEE Communications Letters, 2022 - ieeexplore.ieee.org
Automatic modulation classification (AMC) is an impressive technology, which is widely
used in military and civilian fields. Recently, deep learning-based AMC (DL-AMC) methods …
used in military and civilian fields. Recently, deep learning-based AMC (DL-AMC) methods …
Deep multi-scale representation learning with attention for automatic modulation classification
X Wu, S Wei, Y Zhou - 2022 International Joint Conference on …, 2022 - ieeexplore.ieee.org
Currently, deep learning methods with stacking small size convolutional filters are widely
used for automatic modulation classification (AMC). In this report, we find some experienced …
used for automatic modulation classification (AMC). In this report, we find some experienced …
Deep Learning-Based Robust Automatic Modulation Classification Using Higher Order Cumulant Features
The Internet of Things (IoT) represents one of the pivotal technologies in our daily lives.
Within these systems, wireless communication plays an indispensable role in connecting IoT …
Within these systems, wireless communication plays an indispensable role in connecting IoT …
A multi-level complex feature mining method based on deep learning for automatic modulation recognition
C Huang, M Ji, H Zhang, R Luo - 2022 3rd International …, 2022 - ieeexplore.ieee.org
The previous modulation recognition models based on deep learning ignore the signal's
complex characteristics and only consider the information carried by the signal in a single …
complex characteristics and only consider the information carried by the signal in a single …
Simple Approach for Violence Detection in Real-Time Videos Using Pose Estimation With Azimuthal Displacement and Centroid Distance as Features
FBDM Partika - International Journal of Computer Vision and Image …, 2022 - igi-global.com
Detecting violence in real time videos is not an easy task even for the most advanced deep
learning architectures, considering the subtle details of human behavior that differentiate an …
learning architectures, considering the subtle details of human behavior that differentiate an …
[PDF][PDF] Transfer Learning Based Location-Aided Modulation Classification in Indoor Environments for Cognitive Radio Applications.
Modulation classification is a crucial technique to utilize the unconsumed spectrum in
Cognitive Radio (CR) and Dynamic Spectrum Access (DSA) systems to meet the required …
Cognitive Radio (CR) and Dynamic Spectrum Access (DSA) systems to meet the required …
Automatic modulation classification based on one-dimensional convolution feature fusion network
R Ma, D Wu, T Hu, D Yi, Y Zhang, J Chen - International Conference on …, 2021 - Springer
Deep learning method has been gradually applied to Automatic Modulation Classification
(AMC) because of its excellent performance. In this paper, a lightweight one-dimensional …
(AMC) because of its excellent performance. In this paper, a lightweight one-dimensional …
Low Complex Hybrid Deep Learning Model for Automatic Modulation Classification
The manually extracted features based automatic modulation classification algorithms have
high computational complexity. In this paper, we introduce a low complex deep neural …
high computational complexity. In this paper, we introduce a low complex deep neural …
Automatic Modulation Recognition Across SNR Variability Via Domain Adversary
M Ali, J Zhang - 2024 IEEE 100th Vehicular Technology …, 2024 - ieeexplore.ieee.org
Automatic Modulation Recognition (AMR) is crucial for optimizing communication systems,
facilitating effective spectrum management and robust signal processing. Traditional AMR …
facilitating effective spectrum management and robust signal processing. Traditional AMR …