Before 2022 ยท 2023 ยท 2024 ยท 2025 ยท License
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Deep Learning Based Cooperative Automatic Modulation Classification Method for MIMO Systems
Y. Wang, J. Wang, W. Zhang, J. Yang, G. Gui ยท IEEE Transactions on Vehicular Technology ยท 2020
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An Efficient Specific Emitter Identification Method Based on Complex Valued Neural Networks and Network Compression
Y. Wang, G. Gui, H. Gacanin, T. Ohtsuki, O. A. Dobre, H. V. Poor ยท IEEE Journal on Selected Areas in Communications ยท 2021
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Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition
Y. Wang, G. Gui, H. Gacanin, B. Adebisi, H. Sari, F. Adachi ยท IEEE Transactions on Cognitive Communications and Networking ยท 2022
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Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering
Z. He et al. ยท IEEE Transactions on Cognitive Communications and Networking ยท 2022
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Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things
J. Ning et al. ยท IEEE Internet of Things Journal ยท 2022
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Few Shot Specific Emitter Identification via Deep Metric Ensemble Learning
Y. Wang, G. Gui, Y. Lin, H. C. Wu, C. Yuen, F. Adachi ยท IEEE Internet of Things Journal ยท 2022
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MobileNet and Knowledge Distillation Based Automatic Scenario Recognition Method in Vehicle to Vehicle Systems
J. Yang, Y. Wang, H. Zhao, G. Gui ยท IEEE Transactions on Vehicular Technology ยท 2022
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A Lightweight Decentralized Learning Based Automatic Modulation Classification Method for Resource Constrained Edge Devices
B. Dong et al. ยท IEEE Internet of Things Journal ยท 2022
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An Effective Radio Frequency Signal Classification Method Based on Multi Task Learning Mechanism
H. Liu et al. ยท IEEE VTC Fall ยท 2022
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Cross Person Activity Recognition Method Using Snapshot Ensemble Learning
S. Xu et al. ยท IEEE VTC Fall ยท 2022
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Semi Supervised Specific Emitter Identification Method Using Metric Adversarial Training
X. Fu et al. ยท IEEE Internet of Things Journal ยท 2023
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A Robust Few Shot SEI Method Using Class Reconstruction and Adversarial Training
C. Liu et al. ยท IEEE VTC Fall ยท 2022
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NASEI Neural Architecture Search Based Specific Emitter Identification Method
Y. Huang et al. ยท IEEE VTC Spring ยท 2023
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Rogue Emitter Detection Using Hybrid Network of Denoising Autoencoder and Deep Metric Learning
Z. Yang et al. ยท IEEE ICC ยท 2023
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Multi Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q Network in Vehicular Networks
Y. Ji et al. ยท IEEE Transactions on Vehicular Technology ยท 2023
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Semi Supervised Specific Emitter Identification via Dual Consistency Regularization
X. Fu et al. ยท IEEE Internet of Things Journal ยท 2023
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Interpolative Metric Learning for Few Shot Specific Emitter Identification
C. Wang et al. ยท IEEE Transactions on Vehicular Technology ยท 2023
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Few Shot Specific Emitter Identification Using Asymmetric Masked Auto Encoder
Z. Yao et al. ยท IEEE Communications Letters ยท 2023
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Deep Regularized Waveform Learning for Beam Prediction With Limited Samples in Non Cooperative mmWave Systems
H. Huang et al. ยท IEEE Transactions on Vehicular Technology ยท 2023
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Resource Constrained Specific Emitter Identification Using End to End Sparse Feature Selection
M. Tao et al. ยท IEEE GLOBECOM ยท 2023
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Few Shot Specific Emitter Identification Method Using Rotation Feature Decoupling for Secure 6G
L. Xu et al. ยท IEEE ICCT ยท 2023
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Self Supervised Learning Malware Traffic Classification Based on Masked Autoencoder
K. Xu et al. ยท IEEE Internet of Things Journal ยท 2024
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A GCRNN Attention Graph Convolution Recurrent Neural Network for Multi Band Spectrum Prediction
X. Zhang et al. ยท IEEE Transactions on Vehicular Technology ยท 2024
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Overcoming Data Limitations A Few Shot Specific Emitter Identification Method Using Self Supervised Learning and Adversarial Augmentation
C. Liu et al. ยท IEEE Transactions on Information Forensics and Security ยท 2024
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Enhanced Specific Emitter Identification With Limited Data Through Dual Implicit Regularization
Y. Peng et al. ยท IEEE Internet of Things Journal ยท 2024
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Regularized Multi Label Learning Empowered Joint Activity Recognition and Indoor Localization With CSI Fingerprints
Y. Wang et al. ยท IEEE Transactions on Wireless Communications ยท 2024
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Robust Specific Emitter Identification With Sample Selection and Regularization Under Label Noise
M. Tao et al. ยท IEEE Internet of Things Journal ยท 2024
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Toward Robust Open Set Radio Frequency Signal Identification in Internet of Things Using Hypersphere Manifold Embedding
X. Fu et al. ยท IEEE Internet of Things Journal ยท 2024
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Toward Intelligent Lightweight and Efficient UAV Identification With RF Fingerprinting
Z. Cai et al. ยท IEEE Internet of Things Journal ยท 2024
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Energy Efficient Wireless Technology Recognition Method Using Time Frequency Feature Fusion Spiking Neural Networks
L. Hu et al. ยท IEEE Transactions on Information Forensics and Security ยท 2025
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Avoiding Shortcuts Enhancing Channel Robust Specific Emitter Identification via Single Source Domain Generalization
Y. Wang et al. ยท IEEE Transactions on Wireless Communications ยท 2025
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Consistency Guided Robust Learning for Content Agnostic Radio Frequency Fingerprinting
Y. Wang, G. Gui ยท IEEE Communications Letters ยท 2025
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Advancing Multi Modal Beam Prediction with Cross Modal Feature Enhancement and Dynamic Fusion Mechanism
Q. Zhu et al. ยท IEEE Transactions on Communications ยท 2025
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Uncertainty Aware Dynamic Fusion Network with Criss Cross Attention for Multimodal Remote Sensing Land Cover Classification
H. Wang et al. ยท Information Fusion ยท 2025
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Behavioral Modeling of Power Amplifiers Leveraging Multi-Channel Convolutional Long Short Term Deep Neural Network
R. Li et al. ยท IEEE Transactions on Vehicular Technology ยท 2025
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Toward Robust Radio Frequency Fingerprint Identification via Adaptive Semantic Augmentation
Z. Cai et al. ยท IEEE Transactions on Information Forensics and Security ยท 2025
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Robust Multimodal Road Extraction via Dual Layer Evidential Fusion Networks for Remote Sensing
H. Wang et al. ยท IEEE Transactions on Geoscience and Remote Sensing ยท 2025
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A Comprehensive Survey on Self Supervised Learning for Specific Emitter Identification
C. Liu et al. ยท IEEE Communications Surveys and Tutorials ยท 2025
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Receiver-Agnostic Radio Frequency Fingerprinting via Domain Invariant Feature Learning
Z. Cai et al. ยท IEEE Communications Letters ยท 2025
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Bio-Inspired Dendritic Liquid Neural Network for Robust Near Field Positioning in B5G/6G
Q. Zhu et al. ยท IEEE Wireless Communications Letters ยท 2025
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Cross-Channel Specific Emitter Identification via Meta-Feature Augmentation-Enhanced Few-Shot Learning
X. Fu, Y. Wang et al. ยท IEEE Internet of Things Journal ยท 2025
๐ซ Non Commercial Use Only
This project is released under a custom non commercial license.
Any form of commercial use is strictly prohibited.
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