Few-Shot Specific Emitter Identification via Deep Metric Ensemble Learning

Virtual Adversarial Training-Based Semisupervised Specific Emitter Identification

(2022) CunXiang Xie et al.   WIRELESS COMMUNICATIONS & MOBILE COMPUTING

Few-shot electromagnetic signal classification: A data union augmentation method

(2021) Huaji ZHOU et al.   Chinese Journal of Aeronautics

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

(2021) Yu Wang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Large-scale real-world radio signal recognition with deep learning

(2021) Ya TU et al.   Chinese Journal of Aeronautics

Specific Emitter Identification With Limited Samples: A Model-Agnostic Meta-Learning Approach

(2021) Ning Yang et al.   IEEE COMMUNICATIONS LETTERS

Robust CSI-Based Human Activity Recognition With Augment Few Shot Learning

(2021) Yujie Wang et al.   IEEE SENSORS JOURNAL

A Specific Emitter Identification Algorithm under Zero Sample Condition Based on Metric Learning

(2021) Peng Man et al.   Remote Sensing

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

(2021) Yang Peng et al.   IEEE Wireless Communications Letters

Radio Frequency Fingerprinting on the Edge

(2021) Tong Jian et al.   IEEE TRANSACTIONS ON MOBILE COMPUTING

Radio Frequency Signal Identification Using Transfer Learning Based on LSTM

(2020) Xueli Wang et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

On the Performance of Variational Mode Decomposition-Based Radio Frequency Fingerprinting of Bluetooth Devices

(2020) Alghannai Aghnaiya et al.   SENSORS

Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network

(2020) Yingxiang Sun et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A Robust RF Fingerprinting Approach Using Multisampling Convolutional Neural Network

(2019) Jiabao Yu et al.   IEEE Internet of Things Journal

Physical Layer Security in UAV Systems: Challenges and Opportunities

(2019) Xiaofang Sun et al.   IEEE WIRELESS COMMUNICATIONS

Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure

(2019) Linning Peng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep-Learning-Based Wireless Resource Allocation With Application to Vehicular Networks

(2019) Le Liang et al.   PROCEEDINGS OF THE IEEE

Physical-Layer Security in Space Information Networks: A Survey

(2019) Bin Li et al.   IEEE Internet of Things Journal

A Deep Learning Framework for Optimization of MISO Downlink Beamforming

(2019) Wenchao Xia et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Low-Complexity Portable Passive Drone Surveillance via SDR-Based Signal Processing

(2018) Hua Fu et al.   IEEE COMMUNICATIONS MAGAZINE

Deep Learning for RF Device Fingerprinting in Cognitive Communication Networks

(2018) Kevin Merchant et al.   IEEE Journal of Selected Topics in Signal Processing

Survey on existing authentication issues for cellular-assisted V2X communication

(2018) Mujahid Muhammad et al.   Vehicular Communications

Deep Learning for Massive MIMO CSI Feedback

(2018) Chao-Kai Wen et al.   IEEE Wireless Communications Letters

Deep Learning-based Channel Estimation for Beamspace mmWave Massive MIMO Systems

(2018) Hengtao He et al.   IEEE Wireless Communications Letters

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems

(2018) Hao Ye et al.   IEEE Wireless Communications Letters

Specific Emitter Identification via Convolutional Neural Networks

(2018) Lida Ding et al.   IEEE COMMUNICATIONS LETTERS

Specific emitter identification based on Hilbert–Huang transform-based time–frequency–energy distribution features

(2014) Yingjun Yuan et al.   IET Communications