Junqing Zhang

Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure

Linning Peng, Junqing Zhang, Ming Liu et al. · IEEE Transactions on Vehicular Technology · 2019 · 307 citations

Convolutional Neural Network, Image Analysis, Machine Learning +14

Towards Scalable and Channel-Robust Radio Frequency Fingerprint Identification for LoRa

Guanxiong Shen, Junqing Zhang, Alan Marshall et al. · IEEE Transactions on Information Forensics and Security · 2022 · 298 citations

Wireless Communications, Engineering, Machine Learning +20

Design of a Hybrid RF Fingerprint Extraction and Device Classification Scheme

Linning Peng, Aiqun Hu, Junqing Zhang et al. · IEEE Internet of Things Journal · 2018 · 283 citations

Engineering, Radio Frequency, Zigbee Nodes +17

Radio Frequency Fingerprint Identification for LoRa Using Deep Learning

Guanxiong Shen, Junqing Zhang, Alan Marshall et al. · IEEE Journal on Selected Areas in Communications · 2021 · 243 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification

Junqing Zhang, Roger Woods, Magnus Sandell et al. · IEEE Transactions on Information Forensics and Security · 2021 · 207 citations · Full text

Wireless Communications, Engineering, Biometrics +16