Efficient Modulation Recognition with Minimal Samples Leveraging Architecture Search and Knowledge Transfer in Combined Radar-Communication Environments.

[BibT_eX]

[DOI]

Xixi Zhang

Gejiacheng Lu

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Adaptive Signal Feature-Based Deep Learning for Enhanced Specific Emitter Identification.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Enhanced Semi-Supervised Radar Emitter Identification via Virtual Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Few-Shot Specific Emitter Identification via Neural Architecture Search and Deep Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

A Novel Semi-Supervised Learning Method Using Self-Adaptive Threshold for UAV Recognition.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Multi-Modal Fusion for Enhanced Automatic Modulation Classification.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Hypersphere Projection-Guided Radio Frequency Fingerprinting Authentication in the Open World.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Universal Black-Box Adversarial Attack on Deep Learning for Specific Emitter Identification.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Efficient UAV Identification Leveraging Multi-Resolution Analysis and Multi-Scale ResNet.

[BibT_eX]

[DOI]

Proceedings of the 99th IEEE Vehicular Technology Conference, 2024

Advancing Multi-Modal Beam Prediction with Multipath-Like Data Augmentation and Efficient Fusion Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 2024 3rd International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2024

2023

Interpolative Metric Learning for Few-Shot Specific Emitter Identification.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., December, 2023

Lightweight Automatic Modulation Classification via Progressive Differentiable Architecture Search.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., December, 2023

Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., October, 2023

A Robust CSI-Based Wi-Fi Passive Sensing Method Using Attention Mechanism Deep Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., October, 2023

Few-Shot Specific Emitter Identification Using Asymmetric Masked Auto-Encoder.

[BibT_eX]

[DOI]

IEEE Commun. Lett., October, 2023

Few-Shot Hyperspectral Image Classification Using Meta Learning and Regularized Finetuning.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2023

Semi-Supervised Specific Emitter Identification via Dual Consistency Regularization.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2023

Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things.

[BibT_eX]

[DOI]

Future Internet, 2023

NASEI: Neural Architecture Search-Based Specific Emitter Identification Method.

[BibT_eX]

[DOI]

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

Automatic Modulation Classification Based on Decentralized Learning and Model Averaging.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2023, 2023

Few-Shot Domain Adaption-Based Specific Emitter Identification Under Varying Modulation.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Intelligent Specific Emitter Identification Using Complex-Valued Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Few-Shot Specific Emitter Identification Method Using Rotation Feature Decoupling for Secure 6G.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Variable-Channel Specific Emitter Identification Method Using Semi-Supervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

A Few-Shot Malware Traffic Classification Method Using Knowledge Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Semi-Supervised Malware Traffic Classification Via Consistency Regularization and Pseudo-Labeling.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Incremental Learning-Based Radio Frequency Fingerprint Identification via Exemplar Replay.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Multi-Band Spectrum Prediction Method via Singular Spectrum Analysis and A-BiLSTM.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Communication Technology, 2023

Adversarial Learning Aided Malicious Network Traffic Detection Based on EDE Framework.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

A Lightweight Road Crack and Damage Detection Method Using Yolov5s for IoT Applications.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CIC International Conference on Communications in China, 2023

Resource-Constrained Specific Emitter Identification Using End-to-End Sparse Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2023

An Efficient RFF Extraction Method Using Asymmetric Masked Auto-Encoder.

[BibT_eX]

[DOI]

Proceedings of the 28th Asia Pacific Conference on Communications, 2023

2022

Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2022

MobileNet and Knowledge Distillation-Based Automatic Scenario Recognition Method in Vehicle-to-Vehicle Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

Automatic Modulation Classification Based on Decentralized Learning and Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2022

Federated Learning for Automatic Modulation Classification Under Class Imbalance and Varying Noise Condition.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2022

Edge Device Identification Based on Federated Learning and Network Traffic Feature Engineering.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2022

Lightweight Automatic Modulation Classification Based on Decentralized Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2022

UNet Combined With Attention Mechanism Method for Extracting Flood Submerged Range.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Attention Mechanism and Depthwise Separable Convolution Aided 3DCNN for Hyperspectral Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Remote. Sens., 2022

Malware Traffic Classification Using Domain Adaptation and Ladder Network for Secure Industrial Internet of Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Data Augmentation Aided Few-Shot Learning for Specific Emitter Identification.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Cross-Person Activity Recognition Method Using Snapshot Ensemble Learning.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

An Effective Radio Frequency Signal Classification Method Based on Multi-Task Learning Mechanism.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

A Robust Few-Shot SEI Method Using Class-Reconstruction and Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Multi-Agent Reinforcement Learning Aided Resources Allocation Method in Vehicular Networks.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Few-Shot Malware Traffic Classification Method Using Network Traffic and Meta Transfer Learning.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Blind Signal Recognition Method of STBC Based on Multi-channel Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

A Novel Semi-Supervised Learning Framework for Specific Emitter Identification.

[BibT_eX]

[DOI]

Proceedings of the 96th Vehicular Technology Conference, 2022

Progressive Differentiable Architecture Search Based Automatic Modulation Classification Method.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Parallel Architectures, 2022

Smartphone-Aided Human Activity Recognition Method using Residual Multi-Layer Perceptron.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2022, 2022

Transfer Learning-Based Radio Frequency Fingerprint Identification Using ConvMixer Network.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

A Robust CSI- Based Passive Perception Method Using CNN and Attention-Based Bi-Directional LSTM.

[BibT_eX]

[DOI]

Proceedings of the IEEE Global Communications Conference, 2022

A Novel Unsupervised Malware Detection Method based on Adversarial Auto-encoder and Deep Clustering.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

Self-evolving Malware Detection for Cyber Security using Network Traffic and Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

A General Dataset Generator for Industrial Internet of Things Using Multi-sensor Information Fusion.

[BibT_eX]

[DOI]

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

2021

Multi-Task Learning for Generalized Automatic Modulation Classification Under Non-Gaussian Noise With Varying SNR Conditions.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2021

Federated user activity analysis via network traffic and deep neural network in mobile wireless networks.

[BibT_eX]

[DOI]

Phys. Commun., 2021

An Efficient Specific Emitter Identification Method Based on Complex-Valued Neural Networks and Network Compression.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2021

Lightweight Network and Model Aggregation for Automatic Modulation Classification in Wireless Communications.

[BibT_eX]

[DOI]

Proceedings of the IEEE Wireless Communications and Networking Conference, 2021

An Effective Radar Signal Recognition Method Using Neural Architecture Search.

[BibT_eX]

[DOI]

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

HSRRS Classification Method Based on Deep Transfer Learning And Multi-Feature Fusion.

[BibT_eX]

[DOI]

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

A Novel Malware Traffic Classification Method using Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

2020

Distributed Learning for Automatic Modulation Classification in Edge Devices.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2020

LightAMC: Lightweight Automatic Modulation Classification via Deep Learning and Compressive Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Deep Learning-Based Cooperative Automatic Modulation Classification Method for MIMO Systems.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Automatic Modulation Classification for MIMO Systems via Deep Learning and Zero-Forcing Equalization.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2020

Classification of High-Spatial-Resolution Remote Sensing Scenes Method Using Transfer Learning and Deep Convolutional Neural Network.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Robust automatic modulation classification based on convolutional and recurrent fusion network.

[BibT_eX]

[DOI]

Phys. Commun., 2020

Joint multislice and cooperative detection aided RFID method based on deep learning.

[BibT_eX]

[DOI]

Phys. Commun., 2020

Transfer Learning for Semi-Supervised Automatic Modulation Classification in ZF-MIMO Systems.

[BibT_eX]

[DOI]

IEEE J. Emerg. Sel. Topics Circuits Syst., 2020

Deep Learning-Based Automatic Modulation Recognition Method in the Presence of Phase Offset.

[BibT_eX]

[DOI]

IEEE Access, 2020

Deep Learning-Based Channel Quality Estimation in Adaptive Shortwave Communication Systems.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Wireless Communications and Signal Processing (WCSP), 2020

Automatic Modulation Recognition Method for Multiple Antenna System Based on Convolutional Neural Network.

[BibT_eX]

[DOI]

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Convolutional Neural Network Aided Signal Modulation Recognition in OFDM Systems.

[BibT_eX]

[DOI]

Proceedings of the 91st IEEE Vehicular Technology Conference, 2020

Deep Learning Method for Generalized Modulation Classification under Varying Noise Condition.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Computing, Networking and Communications, 2020

Deep Learning based Intelligent Recognition Method in Heterogeneous Communication Networks.

[BibT_eX]

[DOI]

Proceedings of the 9th IEEE/CIC International Conference on Communications in China, 2020

2019

Data-Driven Deep Learning for Automatic Modulation Recognition in Cognitive Radios.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2019

WeUp: Wireless User Perception Based on Dimensional Reduction and Semi-Supervised Clustering.

[BibT_eX]

[DOI]

IEEE Access, 2019

Deep Learning Aided Method for Automatic Modulation Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

Deep Learning-Based Classification Methods for Remote Sensing Images in Urban Built-Up Areas.

[BibT_eX]

[DOI]

IEEE Access, 2019

Spear and Shield: Attack and Detection for CNN-Based High Spatial Resolution Remote Sensing Images Identification.

[BibT_eX]

[DOI]

IEEE Access, 2019

Deep Learning-Based Signal Modulation Identification in OFDM Systems.

[BibT_eX]

[DOI]

IEEE Access, 2019

Blind Channel Identification Aided Generalized Automatic Modulation Recognition Based on Deep Learning.

[BibT_eX]

[DOI]

IEEE Access, 2019

Deep Learning Aided Friendly Coexistence of WiFi and LTE in Unlicensed Bands.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Wireless Communications and Signal Processing, 2019

Deep Learning Based Exploring Channel Reciprocity Method in FDD Systems.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2019

Deep Learning Based Adversarial Images Detection.

[BibT_eX]

[DOI]

Proceedings of the Advanced Hybrid Information Processing, 2019

Optimized PointNet for 3D Object Classification.

[BibT_eX]

[DOI]

Proceedings of the Advanced Hybrid Information Processing, 2019

2018

Secondary segmentation extracted algorithm based on image enhancement for intelligent identification systems.

[BibT_eX]

[DOI]

Int. J. Distributed Sens. Networks, 2018

The Image Preprocessing and Check of Amount for VAT Invoices.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

Deep Learning for Optical Character Recognition and Its Application to VAT Invoice Recognition.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

Quadratic Segmentation Algorithm Based on Image Enhancement.

[BibT_eX]

[DOI]

Proceedings of the Communications, Signal Processing, and Systems, 2018

Yu Wang

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