Considerations for Radio Frequency Fingerprinting across Multiple Frequency Channels [PDF]
Sensors, 2022 Radio Frequency Fingerprinting (RFF) is often proposed as an authentication mechanism for wireless device security, but application of existing techniques in multi-channel scenarios is limited because prior models were created and evaluated using bursts ...
Jose A. Gutierrez del Arroyo +2 more
doaj +6 more sources
Radio Frequency Fingerprinting for Frequency Hopping Emitter Identification [PDF]
Applied Sciences, 2021 In a frequency hopping spread spectrum (FHSS) network, the hopping pattern plays an important role in user authentication at the physical layer. However, recently, it has been possible to trace the hopping pattern through a blind estimation method for ...
Jusung Kang +4 more
doaj +5 more sources
A Database for the Radio Frequency Fingerprinting of Bluetooth Devices [PDF]
Data, 2020 Radio frequency fingerprinting (RFF) is a promising physical layer protection technique which can be used to defend wireless networks from malicious attacks.
Emre Uzundurukan +2 more
doaj +8 more sources
A Comprehensive Survey on Deep Learning-Based LoRa Radio Frequency Fingerprinting Identification [PDF]
SensorsLoRa enables long-range communication for Internet of Things (IoT) devices, especially those with limited resources and low power requirements. Consequently, LoRa has emerged as a popular choice for numerous IoT applications.
Aqeel Ahmed +3 more
doaj +4 more sources
Variational Mode Decomposition-Based Radio Frequency Fingerprinting of Bluetooth Devices
IEEE Access, 2019 Radio frequency fingerprinting (RFF) is based on identification of unique features of RF transient signals emitted by radio devices. RF transient signals of radio devices are short in duration, non-stationary and nonlinear time series.
Alghannai Aghnaiya +2 more
doaj +6 more sources
On the Performance of Variational Mode Decomposition-Based Radio Frequency Fingerprinting of Bluetooth Devices [PDF]
Sensors, 2020 Radio frequency fingerprinting (RFF) is one of the communication network’s security techniques based on the identification of the unique features of RF transient signals.
Alghannai Aghnaiya +2 more
doaj +2 more sources
Composite Ensemble Learning Framework for Passive Drone Radio Frequency Fingerprinting in Sixth-Generation Networks [PDF]
SensorsThe rapid evolution of drone technology has introduced unprecedented challenges in security, particularly concerning the threat of unconventional drone and swarm attacks.
Muhammad Usama Zahid +4 more
doaj +2 more sources
A Survey of Spoofer Detection Techniques via Radio Frequency Fingerprinting with Focus on the GNSS Pre-Correlation Sampled Data. [PDF]
Sensors (Basel), 2021 Wang W +5 more
europepmc +2 more sources
CommRad RF: A dataset of communication radio signals for detection, identification and classificationZenodo [PDF]
Data in BriefThe rapid growth in wireless technology has revolutionized the way of living but at the same time, raising security concerns of unauthorized access of spectrum, both military and commercial sectors.
Muhammad Usama Zahid +5 more
doaj +2 more sources
A Radio Frequency Fingerprinting-Based Aircraft Identification Method Using ADS-B Transmissions
AerospaceThe automatic dependent surveillance broadcast (ADS-B) system is one of the key components of the next generation air transportation system (NextGen). ADS-B messages are transmitted in unencrypted plain text.
Gursu Gurer +3 more
doaj +3 more sources