Radio frequency fingerprint identification for device authentication in the internet of things

J Zhang, G Shen, W Saad… - IEEE Communications …, 2023 - ieeexplore.ieee.org
Device authentication of wireless devices at the physical layer could augment security
enforcement before fully decoding packets. At the upper layers of the stack, this is …

Towards scalable and channel-robust radio frequency fingerprint identification for LoRa

G Shen, J Zhang, A Marshall… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Radio frequency fingerprint identification (RFFI) is a promising device authentication
technique based on transmitter hardware impairments. The device-specific hardware …

A survey on device fingerprinting approach for resource-constraint IoT devices: comparative study and research challenges

RR Chowdhury, PE Abas - Internet of Things, 2022 - Elsevier
Modernization and technological advancement have made smart and convenient living
environments, including smart houses and smart cities, possible, by combining the Internet …

GPU-free specific emitter identification using signal feature embedded broad learning

Y Zhang, Y Peng, J Sun, G Gui, Y Lin… - IEEE Internet of Things …, 2023 - ieeexplore.ieee.org
Emerging wireless networks may suffer severe security threats due to the ubiquitous access
of massive wireless devices. Specific emitter identification (SEI) is considered as one of the …

PAST-AI: Physical-layer authentication of satellite transmitters via deep learning

G Oligeri, S Sciancalepore, S Raponi… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Physical-layer security is regaining traction in the research community, due to the
performance boost introduced by deep learning classification algorithms. This is particularly …

Specific emitter identification using adaptive signal feature embedded knowledge graph

M Hua, Y Zhang, J Sun, B Adebisi… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Specific emitter identification (SEI) plays an important role in secure Industrial Internet of
Things (IIoT). In recent years, many SEI methods based on machine learning (ML) and deep …

Toward length-versatile and noise-robust radio frequency fingerprint identification

G Shen, J Zhang, A Marshall… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Radio frequency fingerprint identification (RFFI) can classify wireless devices by analyzing
the signal distortions caused by intrinsic hardware impairments. Recently, state-of-the-art …

A lightweight transformer-based approach of specific emitter identification for the automatic identification system

P Deng, S Hong, J Qi, L Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
The automatic identification system (AIS) is the automatic tracking system for automatic traffic
control and collision avoidance services, which plays an important role in maritime traffic …

Radio frequency fingerprint identification with hybrid time-varying distortions

J He, S Huang, S Chang, F Wang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Radio frequency fingerprint identification (RFFI) is a promising physical layer security
technique that employs the hardware-introduced features extracted from the received …

Is LEO-based positioning with mega-constellations the answer for future equal access localization?

RM Ferre, ES Lohan, H Kuusniemi… - IEEE …, 2022 - ieeexplore.ieee.org
Capital expenditures and indoor challenges are two of the main obstacles toward equal
access positioning services worldwide. Global Navigation Satellite Systems (GNSS) do not …