… of the communication, which can be utilized to identify impostors and classify authorized
users. Such device identification solutions are defined as Wireless Physical-Layer Identification (…

… Being able to assess, for a given wireless platform, if physical-layer identification is feasible
… in wireless networks. So far, to the best of our knowledge, physicallayer device identification …

… Abstract—A Wireless Physical Layer Identification (WPLI) system aims at identifying or …
extracted from their radio frequency signals at physical layer. Most existing works mainly focus on …

Physical-layer identification of wireless devices, commonly referred to as Radio Frequency (RF)
fingerprinting, is the process of identifying a … access control in wireless networks, revent …

Wireless Physical Layer Identification (WPLI) system aims at identifying or classifying … )
extracted from their radio frequency signals at the physical layer. Current works of WPLI focus on …

… hardware features to identify and authenticate legitimate devices. In this work, we identify
that the … We also compare our beam pattern feature with a conventional physical layer feature …

… emitter identification for physical-layer identification security … In this paper, we develop an
emitter identification based on … the problem of signal identification turns into picture classification…

… We introduce our physical-layer identification techniques in Section 4 and present their
performance results in Section 5. In Section 6, we discuss the implications of our techniques. We …

… To this end, we propose a new internal similarity based physical-layer identification system,
… GenePrint performs physical-layer identification of RFID UHF passive tags while being fully …

… are actually responsible for wireless communications. Specifically, we aim to demonstrate
energy-efficient physicallayer identification, aka, RF fingerprinting, for wireless IoT nodes [16]…