Radio frequency fingerprint (RFF) identification is a popular topic in the field of physical layer
security. However, machine learning based RFF identification methods require complicated …

The radio frequency fingerprint (RFF)-based device identification is a promising physical
layer authentication technique. However, the wireless channel significantly affects the RFF …

Radio frequency fingerprint identification is a non-password authentication method based
on the physical layer hardware of the communication device. Deep learning methods …

Radio-frequency fingerprint (RFF), which comes from the imperfect hardware, is a potential
feature to ensure the security of communication. With the development of deep learning …

Radio frequency (RF) fingerprint has gained wide attention as it takes advantages of
inherent characteristics in hardware for identification and verification. However, performance …

With the popularization of the Internet of Things (IoT), its security has become increasingly
prominent. Radio-frequency fingerprinting (RFF) is a promising approach to identify a …

As a novel solution for identification of Internet of Things (IoT) devices, radio frequency
fingerprint (RFF) has excellent features, such as uniqueness, stability, and …

Radio frequency fingerprint identification (RFFI) is a promising physical layer security
technique that employs the hardware-introduced features extracted from the received …

Radio frequency fingerprint (RFF) identification is an emerging device authentication
technique that exploits the hardware imperfections resulting from the manufacturing process …

Radio-frequency fingerprinting (RFF) exploiting hardware characteristics has been
employed for device recognition to enhance the overall security. However, the performance …