Fighting Fire with Fire: Channel-Independent RF Fingerprinting via the Ratio of Linear to Logarithmic Differential Spectrum
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Tianshu, Hu, Aiqun, Zhang, Shiqi |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Robust Anti-noise Scheme for RF Fingerprint Identification
by: Shi, Junxian, et al.
Published: (2024)
by: Shi, Junxian, et al.
Published: (2024)
A Linear Implementation of an Analog Resonate-and-Fire Neuron
by: Liu, Angqi, et al.
Published: (2025)
by: Liu, Angqi, et al.
Published: (2025)
Towards Channel-Resilient CSI-Based RF Fingerprinting using Deep Learning
by: Kong, Ruiqi, et al.
Published: (2024)
by: Kong, Ruiqi, et al.
Published: (2024)
Differential Evolution-Based End-Fire Realized Gain Optimization of Active and Parasitic Arrays
by: Konstantinou, Rozita, et al.
Published: (2024)
by: Konstantinou, Rozita, et al.
Published: (2024)
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification
by: Kong, Ruiqi, et al.
Published: (2024)
by: Kong, Ruiqi, et al.
Published: (2024)
Self-Calibrating Integrate-and-Fire Time Encoding Machine
by: Mekel, Maya, et al.
Published: (2025)
by: Mekel, Maya, et al.
Published: (2025)
Adaptive Compressed Integrate-and-Fire Time Encoding Machine
by: Karp, Vered, et al.
Published: (2025)
by: Karp, Vered, et al.
Published: (2025)
Adaptive Integrate-and-Fire Time Encoding Machine with Quantization
by: Omar, Aseel, et al.
Published: (2024)
by: Omar, Aseel, et al.
Published: (2024)
Robust Eavesdropping in the Presence of Adversarial Communications for RF Fingerprinting
by: Yuan, Andrew, et al.
Published: (2025)
by: Yuan, Andrew, et al.
Published: (2025)
Dynamic and Open-Set RF Fingerprinting and Localization in Crowded Indoor Environments through Contrastive Channel State Information Learning
by: Razak, Fawaz Abdul, et al.
Published: (2026)
by: Razak, Fawaz Abdul, et al.
Published: (2026)
Symbol Detection Using an Integrate-and-Fire Time Encoding Receiver
by: Bernardo, Neil Irwin
Published: (2025)
by: Bernardo, Neil Irwin
Published: (2025)
On the Impact of CDL and TDL Augmentation for RF Fingerprinting under Impaired Channels
by: Gul, Omer Melih, et al.
Published: (2023)
by: Gul, Omer Melih, et al.
Published: (2023)
CSI-RFF: Leveraging Micro-Signals on CSI for RF Fingerprinting of Commodity WiFi
by: Kong, Ruiqi, et al.
Published: (2026)
by: Kong, Ruiqi, et al.
Published: (2026)
Optimizing Fingerprint-Spectrum-Based Synchronization in Integrated Sensing and Communications
by: Wang, Xiao-Yang, et al.
Published: (2024)
by: Wang, Xiao-Yang, et al.
Published: (2024)
A Compact Narrowband Antenna Design for RF Fingerprinting Applications
by: Huang, Sheng, et al.
Published: (2025)
by: Huang, Sheng, et al.
Published: (2025)
Fisher Information Limits of Satellite RF Fingerprint Identifiability for Authentication
by: Dong, Haofan, et al.
Published: (2026)
by: Dong, Haofan, et al.
Published: (2026)
Timing Recovery and Sequence Detection for Integrate-and-Fire Time Encoding Receivers
by: Bernardo, Neil Irwin
Published: (2026)
by: Bernardo, Neil Irwin
Published: (2026)
Towards Robust RF Fingerprint Identification Using Spectral Regrowth and Carrier Frequency Offset
by: Xie, Lingnan, et al.
Published: (2024)
by: Xie, Lingnan, et al.
Published: (2024)
FLAME: A Federated Learning Approach for Multi-Modal RF Fingerprinting
by: Kianfar, Kiarash, et al.
Published: (2025)
by: Kianfar, Kiarash, et al.
Published: (2025)
Passive Microwave Tag Classification Using RF Fingerprinting and Machine Learning
by: Hilton, Cory, et al.
Published: (2025)
by: Hilton, Cory, et al.
Published: (2025)
Cost-Effective RF Fingerprinting Based on Hybrid CVNN-RF Classifier with Automated Multi-Dimensional Early-Exit Strategy
by: Gan, Jiayan, et al.
Published: (2024)
by: Gan, Jiayan, et al.
Published: (2024)
An Fluid Antenna Array-Enabled DOA Estimation Method: End-Fire Effect Suppression
by: Ren, Jiaji, et al.
Published: (2025)
by: Ren, Jiaji, et al.
Published: (2025)
An Asynchronous Mixed-Signal Resonate-and-Fire Neuron
by: Leo, Giuseppe, et al.
Published: (2025)
by: Leo, Giuseppe, et al.
Published: (2025)
OrbID: Identifying Orbcomm Satellite RF Fingerprints
by: Solenthaler, Cédric, et al.
Published: (2025)
by: Solenthaler, Cédric, et al.
Published: (2025)
Model-Agnostic Uncertainty Quantification for Fast NFC Tag Identification using RF Fingerprinting
by: Sarpong, Dickson Akuoko, et al.
Published: (2025)
by: Sarpong, Dickson Akuoko, et al.
Published: (2025)
An experimental study: RF Fingerprinting of Bluetooth devices
by: Rušiņš, Artis, et al.
Published: (2024)
by: Rušiņš, Artis, et al.
Published: (2024)
Hamiltonian-Inspired Attention Mechanism for Scalable RF Transmitter Fingerprinting
by: Singh, Chitraksh, et al.
Published: (2026)
by: Singh, Chitraksh, et al.
Published: (2026)
Passive Integrated Sensing and Communication Scheme based on RF Fingerprint Information Extraction for Cell-Free RAN
by: Yu, Jingxuan, et al.
Published: (2023)
by: Yu, Jingxuan, et al.
Published: (2023)
Multiuser OTFS Channel Parameter Estimation Toward Grid-Independent Regime
by: Wang, Hanning, et al.
Published: (2026)
by: Wang, Hanning, et al.
Published: (2026)
Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification
by: Pan, Rui, et al.
Published: (2024)
by: Pan, Rui, et al.
Published: (2024)
CrossRF: A Domain-Invariant Deep Learning Approach for RF Fingerprinting
by: Tiras, Fahrettin Emin, et al.
Published: (2025)
by: Tiras, Fahrettin Emin, et al.
Published: (2025)
Bayesian Sensing for Time-Varying Channels in ISAC Systems
by: Wang, Xueyang, et al.
Published: (2025)
by: Wang, Xueyang, et al.
Published: (2025)
Robustness and Security Enhancement of Radio Frequency Fingerprint Identification in Time-Varying Channels
by: Yang, Lu, et al.
Published: (2024)
by: Yang, Lu, et al.
Published: (2024)
VoxelRF: Voxelized Radiance Field for Fast Wireless Channel Modeling
by: Zeng, Zihang, et al.
Published: (2025)
by: Zeng, Zihang, et al.
Published: (2025)
Deterministic Modeling of Dynamic ISAC Channels in RF Digital Twin Environments
by: Montaner, Cesar, et al.
Published: (2026)
by: Montaner, Cesar, et al.
Published: (2026)
RFSS: A Comprehensive Multi-Standard RF Signal Source Separation Dataset with Advanced Channel Modeling
by: Chen, Hao, et al.
Published: (2025)
by: Chen, Hao, et al.
Published: (2025)
Deep Learning based Cross-Receiver Radio Frequency Fingerprint Identification Under Varying Channels
by: He, Jiashuo, et al.
Published: (2026)
by: He, Jiashuo, et al.
Published: (2026)
On the Sampling Sparsity of Neuromorphic Analog-to-Spike Conversion based on Leaky Integrate-and-Fire
by: Moser, Bernhard A., et al.
Published: (2024)
by: Moser, Bernhard A., et al.
Published: (2024)
Data Driven based Dynamic Correction Prediction Model for NOx Emission of Coal Fired Boiler
by: Tang, Zhenhao, et al.
Published: (2021)
by: Tang, Zhenhao, et al.
Published: (2021)
Filtering Reconfigurable Intelligent Computational Surface for RF Spectrum Purification
by: Wang, Kaining, et al.
Published: (2024)
by: Wang, Kaining, et al.
Published: (2024)
Similar Items
-
A Robust Anti-noise Scheme for RF Fingerprint Identification
by: Shi, Junxian, et al.
Published: (2024) -
A Linear Implementation of an Analog Resonate-and-Fire Neuron
by: Liu, Angqi, et al.
Published: (2025) -
Towards Channel-Resilient CSI-Based RF Fingerprinting using Deep Learning
by: Kong, Ruiqi, et al.
Published: (2024) -
Differential Evolution-Based End-Fire Realized Gain Optimization of Active and Parasitic Arrays
by: Konstantinou, Rozita, et al.
Published: (2024) -
DeepCRF: Deep Learning-Enhanced CSI-Based RF Fingerprinting for Channel-Resilient WiFi Device Identification
by: Kong, Ruiqi, et al.
Published: (2024)