Linning Peng

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

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

A Robust RF Fingerprinting Approach Using Multisampling Convolutional Neural Network

Jiabao Yu, Aiqun Hu, Guyue Li et al. · IEEE Internet of Things Journal · 2019 · 238 citations

Convolutional Neural Network, Engineering, Radio Frequency +15

High-Agreement Uncorrelated Secret Key Generation Based on Principal Component Analysis Preprocessing

Guyue Li, Aiqun Hu, Junqing Zhang et al. · IEEE Transactions on Communications · 2018 · 136 citations

Hardware Security, Engineering, Data Science +15