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Intelligent Channel Parameter Estimation System Based on Neural Network Regression Model

Mobile networks and applications, 2020-12, Vol.25 (6), p.2291-2301

2020

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High-precision reconstruction method based on MTS-GAN for electromagnetic environment data in SAGIoT

EURASIP journal on advances in signal processing, 2023-12, Vol.2023 (1), p.125-16, Article 125

2023

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Joint subchannel power allocation for downlink NOMA systems based on quantum carnivorous plant algorithm

Journal of King Saud University. Computer and information sciences, 2024-06, Vol.36 (5), p.102051, Article 102051

2024

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Temporal prediction for spectrum environment maps with moving radiation sources

IET communications, 2023-03, Vol.17 (5), p.538-548

2023

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Automatic Modulation Classification Using Deep Residual Neural Network with Masked Modeling for Wireless Communications

Drones (Basel), 2023-06, Vol.7 (6), p.390

2023

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A Framework of Multipath Mitigation With Joint Multipath-Doppler Diversity for RF Relative Measurement

IEEE access, 2020, Vol.8, p.166839-166851

2020

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

IEEE communications letters, 2023-10, Vol.27 (10), p.2657-2661

2023

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Electromagnetic Environment Portrait Based on Big Data Mining

Wireless communications and mobile computing, 2021, Vol.2021 (1)

2021

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Enhanced Wireless Interference Recognition Via Federated Learning With Semi-Random Regularization Techniques

IEEE transactions on vehicular technology, 2024-09, p.1-10

2024

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SLPA: Single-Line Pixel Attack on Specific Emitter Identification Using Time-Frequency Spectrogram

IEEE transactions on vehicular technology, 2024-05, p.1-6

2024

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Energy-efficient joint resource allocation for heterogeneous cellular networks with wireless backhauls

International journal of electronics and communications, 2024-03, Vol.176, p.155170, Article 155170

2024

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Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation

IEEE transactions on information forensics and security, 2024, Vol.19, p.500-513

2024

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Channel Measurements and Analysis for Fixed-Wing UAV-to-Vehicle Communications At 2.7 GHz in Rural Area

IEEE antennas and wireless propagation letters, 2024-09, p.1-5

2024

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Dynamic Adaptation RFF Identification Method Leveraging Cognitive Representation Learning

IEEE transactions on information forensics and security, 2024, Vol.19, p.7939-7951

2024

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An intelligent electromagnetic environment reconstruction method based on super-resolution generative adversarial network

Physical communication, 2021-02, Vol.44, p.101253, Article 101253

2021

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A-GCRNN: Attention Graph Convolution Recurrent Neural Network for Multi-Band Spectrum Prediction

IEEE transactions on vehicular technology, 2024-02, Vol.73 (2), p.2978-2982

2024

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DSIL: An Effective Spectrum Prediction Framework Against Spectrum Concept Drift

IEEE transactions on cognitive communications and networking, 2024-06, Vol.10 (3), p.794-806

2024

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Towards Open-Set Specific Emitter Identification Using Auxiliary Classifier Generative Adversarial Network and OpenMax

IEEE transactions on cognitive communications and networking, 2024-06, p.1-1

2024

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NLOS Wireless Localization Algorithm Based on Ray-tracing and Machine Learning

2023 IEEE 7th International Symposium on Electromagnetic Compatibility (ISEMC), 2023, p.1-5

2023

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Few-Shot Specific Emitter Identification Leveraging Neural Architecture Search and Advanced Deep Transfer Learning

IEEE internet of things journal, 2024-09, Vol.11 (18), p.30084-30093

2024

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Ultralight Convolutional Neural Network for Automatic Modulation Classification in Internet of Unmanned Aerial Vehicles

IEEE internet of things journal, 2024-06, Vol.11 (11), p.20831-20839

2024

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Wireless Resources Cooperation of Assembled Small UAVs for Data Collections of IoT

IEEE internet of things journal, 2023-06, Vol.10 (11), p.9411-9422

2023

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Open-Set Specific Emitter Identification Leveraging Enhanced Metric Denoising Auto-Encoders

IEEE internet of things journal, 2024, p.1-1

2024

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Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM

IEEE transactions on cognitive communications and networking, 2024-06, p.1-1

2024

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Enhanced Specific Emitter Identification With Limited Data Through Dual Implicit Regularization

IEEE internet of things journal, 2024-08, Vol.11 (15), p.26395-26405

2024

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Intelligent Channel Parameter Estimation System Based on Neural Network Regression Model

High-precision reconstruction method based on MTS-GAN for electromagnetic environment data in SAGIoT

Joint subchannel power allocation for downlink NOMA systems based on quantum carnivorous plant algorithm

Temporal prediction for spectrum environment maps with moving radiation sources

Automatic Modulation Classification Using Deep Residual Neural Network with Masked Modeling for Wireless Communications

A Framework of Multipath Mitigation With Joint Multipath-Doppler Diversity for RF Relative Measurement

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

Electromagnetic Environment Portrait Based on Big Data Mining

Enhanced Wireless Interference Recognition Via Federated Learning With Semi-Random Regularization Techniques

SLPA: Single-Line Pixel Attack on Specific Emitter Identification Using Time-Frequency Spectrogram

Energy-efficient joint resource allocation for heterogeneous cellular networks with wireless backhauls

Overcoming Data Limitations: A Few-Shot Specific Emitter Identification Method Using Self-Supervised Learning and Adversarial Augmentation

Channel Measurements and Analysis for Fixed-Wing UAV-to-Vehicle Communications At 2.7 GHz in Rural Area

Dynamic Adaptation RFF Identification Method Leveraging Cognitive Representation Learning

An intelligent electromagnetic environment reconstruction method based on super-resolution generative adversarial network

A-GCRNN: Attention Graph Convolution Recurrent Neural Network for Multi-Band Spectrum Prediction

DSIL: An Effective Spectrum Prediction Framework Against Spectrum Concept Drift

Towards Open-Set Specific Emitter Identification Using Auxiliary Classifier Generative Adversarial Network and OpenMax

NLOS Wireless Localization Algorithm Based on Ray-tracing and Machine Learning

Few-Shot Specific Emitter Identification Leveraging Neural Architecture Search and Advanced Deep Transfer Learning

Ultralight Convolutional Neural Network for Automatic Modulation Classification in Internet of Unmanned Aerial Vehicles

Wireless Resources Cooperation of Assembled Small UAVs for Data Collections of IoT

Open-Set Specific Emitter Identification Leveraging Enhanced Metric Denoising Auto-Encoders

Enhanced Multi-Band Spectrum Prediction Using Singular Spectrum Analysis and Attention-Based BiLSTM

Enhanced Specific Emitter Identification With Limited Data Through Dual Implicit Regularization

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