A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges

3 January 2022

Papers citing "A Comprehensive Survey on Radio Frequency (RF) Fingerprinting: Traditional Approaches, Deep Learning, and Open Challenges"

11 / 11 papers shown

Title
$On the Domain Generalizability of RF Fingerprints Through Multifractal Dimension Representation$ On the Domain Generalizability of RF Fingerprints Through Multifractal Dimension Representation Benjamin Johnson B. Hamdaoui 20 0 0 15 Feb 2024
On the Impact of CDL and TDL Augmentation for RF Fingerprinting under Impaired Channels O. Gul Michel Kulhandjian B. Kantarci C. D’amours A. Touazi Cliff Ellement 18 2 0 11 Dec 2023
$Domain-Adaptive Device Fingerprints for Network Access Authentication Through Multifractal Dimension Representation$ Domain-Adaptive Device Fingerprints for Network Access Authentication Through Multifractal Dimension Representation Benjamin Johnson B. Hamdaoui 14 1 0 15 Aug 2023
The Day-After-Tomorrow: On the Performance of Radio Fingerprinting over Time Saeif Alhazbi Savio Sciancalepore Gabriele Oligeri 14 13 0 09 May 2023
Deep Learning-based RF Fingerprint Authentication with Chaotic Antenna Arrays Justin McMillen G. Mumcu Y. Yilmaz 13 4 0 13 Mar 2023
Embedding-Assisted Attentional Deep Learning for Real-World RF Fingerprinting of Bluetooth Anu Jagannath Jithin Jagannath 16 17 0 22 Sep 2022
RF Fingerprinting Needs Attention: Multi-task Approach for Real-World WiFi and Bluetooth Anu Jagannath Zackary Kane Jithin Jagannath 33 11 0 07 Sep 2022
Deep neural network goes lighter: A case study of deep compression techniques on automatic RF modulation recognition for Beyond 5G networks Anu Jagannath Jithin Jagannath Yanzhi Wang Tommaso Melodia 23 3 0 09 Apr 2022
Multi-task Learning Approach for Modulation and Wireless Signal Classification for 5G and Beyond: Edge Deployment via Model Compression Anu Jagannath Jithin Jagannath 22 26 0 26 Feb 2022
Statistical Analysis Based Feature Selection Enhanced RF-PUF with >99.8% Accuracy on Unmodified Commodity Transmitters for IoT Physical Security Md. Faizul Bari Parv Agrawal Baibhab Chatterjee Shreyas Sen 16 3 0 18 Jan 2022
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 238 3,190 0 30 Oct 2016