Deep Learning Based RF Fingerprint Identification Using Differential Constellation Trace Figure

Linning Peng, Junqing Zhang, Ming Liu, +1

IEEE Transactions on Vehicular Technology

Convolutional Neural NetworkImage AnalysisMachine LearningEngineeringFeature Learning +12

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

Guanxiong Shen, Junqing Zhang, Alan Marshall, +1

IEEE Transactions on Information Forensics and Security

Wireless CommunicationsEngineeringMachine LearningBiometric PrivacyBiometrics +18

Design of a Hybrid RF Fingerprint Extraction and Device Classification Scheme

Linning Peng, Aiqun Hu, Junqing Zhang, +3

IEEE Internet of Things Journal

EngineeringRadio FrequencyZigbee NodesWireless LanBiometrics +15

Radio Frequency Fingerprint Identification for LoRa Using Deep Learning

Guanxiong Shen, Junqing Zhang, Alan Marshall, +2

IEEE Journal on Selected Areas in Communications

Convolutional Neural NetworkEngineeringMachine LearningBiometricsAutoencoders +15

Radio Frequency Fingerprint Identification for Narrowband Systems, Modelling and Classification

Junqing Zhang, Roger Woods, Magnus Sandell, +3

IEEE Transactions on Information Forensics and Security

Wireless CommunicationsEngineeringBiometricsNarrowband SystemsRadio Frequency Identification +14

Physical Layer Security for the Internet of Things: Authentication and Key Generation

Junqing Zhang, Sekhar Rajendran, Zhi Sun, +2

IEEE Wireless Communications

Lightweight Authentication MechanismEngineeringWireless SecurityInformation SecurityPhysical Layer Security +13

A New Frontier for IoT Security Emerging From Three Decades of Key Generation Relying on Wireless Channels

Junqing Zhang, Guyue Li, Alan Marshall, +2

IEEE Access

EngineeringInformation SecurityIot CommunicationNew FrontierIot Security +14

Efficient Key Generation by Exploiting Randomness From Channel Responses of Individual OFDM Subcarriers

Junqing Zhang, Alan Marshall, Roger Woods, +1

IEEE Transactions on Communications

EngineeringInformation SecurityKey GenerationChannel CharacterizationHardware Security +14

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

Guyue Li, Aiqun Hu, Junqing Zhang, +3

IEEE Transactions on Communications

Hardware SecurityEngineeringData ScienceInformation SecurityInformation Theoretic Security +13

Radio Frequency Fingerprint Identification for LoRa Using Spectrogram and CNN

Guanxiong Shen, Junqing Zhang, Alan Marshall, +2

Wireless CommunicationsConvolutional Neural NetworkEngineeringFingerprint AnalysisPattern Recognition +12