Results 21 to 30 of about 5,152 (203)
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 +1 more source
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 +1 more source
Research on improved region division method in underground WLAN location fingerprints positioning
Gong-kuang zidonghua, 2020 Underground WLAN location fingerprinting personnel positioning system mainly realizes overall division of location fingerprinting samples through clustering algorithm, but existing clustering algorithm only carries out the clustering division according ...
SONG Mingzhi +2 more
doaj +1 more source
Deep Learning Model Portability for Domain-Agnostic Device Fingerprinting
IEEE Access, 2023 RF (Radio Frequency) device fingerprinting approaches using deep learning have recently emerged as potential methods of identifying devices solely based on their RF transmissions.
Jared Gaskin +3 more
doaj +1 more source
Implicit Multimodal Crowdsourcing for Joint RF and Geomagnetic Fingerprinting
, 2023 In fingerprint-based indoor localization, fusing radio frequency (RF) and geomagnetic signals has been shown to achieve promising results. To efficiently collect fingerprints, implicit crowdsourcing can be used, where signals sampled by pedestrians are ...
Chow, Ka Ho +3 more
core +1 more source
WiSig: A Large-Scale WiFi Signal Dataset for Receiver and Channel Agnostic RF Fingerprinting
IEEE Access, 2022 RF fingerprinting leverages circuit-level variability of transmitters to identify them using signals they send. Signals used for identification are impacted by a wireless channel and receiver circuitry, creating additional impairments that can confuse ...
Samer Hanna +2 more
doaj +1 more source
Deep-Learning-Aided RF Fingerprinting for NFC Relay Attack Detection
, 2023 Near field communication (NFC) has been a widely used radiofrequency identification (RFID) technology, credited to its convenience and security features.
Junwei Zou, Yifeng Wang, Kai Zhang
core +1 more source
Sensors, 2022 Efficient localisation plays a vital role in many modern applications of Unmanned Ground Vehicles (UGV) and Unmanned Aerial Vehicles (UAVs), which contributes to improved control, safety, power economy, etc.
Meisam Kabiri +4 more
doaj +1 more source
ChaRRNets: Channel Robust Representation Networks for RF Fingerprinting
CoRR, 2021 We present complex-valued Convolutional Neural Networks (CNNs) for RF fingerprinting that go beyond translation invariance and appropriately account for the inductive bias with respect to multipath propagation channels, a phenomenon that is specific to the fields of wireless signal processing and communications.
Carter N. Brown +2 more
openaire +2 more sources
Security of Wireless Devices using Biological-Inspired RF Fingerprinting Technique
, 2014 Radio Frequency (RF) fingerprinting is a security mechanism inspired by biological fingerprint identification systems. RF fingerprinting is proposed as a means of providing an additional layer of security for wireless devices.
Shafiq Alam +5 more
core +1 more source