Cover Image

CrossRF: A Domain-Invariant Deep Learning Approach for RF Fingerprinting

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tiras, Fahrettin Emin, Altinoluk, Hayriye Serra
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Artificial Intelligence Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Unsupervised Contrastive Learning for Robust RF Device Fingerprinting Under Time-Domain Shift
by: Chen, Jun, et al.
Published: (2024)

Applied AI-Enhanced RF Interference Rejection
by: Jain, Rahul, et al.
Published: (2026)

An Adversarial-Driven Experimental Study on Deep Learning for RF Fingerprinting
by: Cao, Xinyu, et al.
Published: (2025)

Hamiltonian-Inspired Attention Mechanism for Scalable RF Transmitter Fingerprinting
by: Singh, Chitraksh, et al.
Published: (2026)

Watermarking and Anomaly Detection in Machine Learning Models for LORA RF Fingerprinting
by: Mahajan, Aarushi, et al.
Published: (2025)

Deep Learning Approach for Enhanced Transferability and Learning Capacity in Tool Wear Estimation
by: Li, Zongshuo, et al.
Published: (2024)

Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction
by: Georgis-Yap, Zakary, et al.
Published: (2023)

Harmonics of Learning: Universal Fourier Features Emerge in Invariant Networks
by: Marchetti, Giovanni Luca, et al.
Published: (2023)

Rapid Gyroscope Calibration: A Deep Learning Approach
by: Stolero, Yair, et al.
Published: (2024)

Neural Brain Fields: A NeRF-Inspired Approach for Generating Nonexistent EEG Electrodes
by: Kedem, Shahar Ain, et al.
Published: (2025)

SC-GIR: Goal-oriented Semantic Communication via Invariant Representation Learning
by: Wanasekara, Senura Hansaja, et al.
Published: (2025)

MorpheusNet: Resource efficient sleep stage classifier for embedded on-line systems
by: Kavoosi, Ali, et al.
Published: (2024)

Alpha-RF: Automated RF-Filter-Circuit Design with Neural Simulator and Reinforcement Learning
by: Tran, Nhat, et al.
Published: (2026)

Dual-Domain Fusion for Semi-Supervised Learning
by: Jalonen, Tuomas, et al.
Published: (2025)

Shift-Invariant Feature Attribution in the Application of Wireless Electrocardiograms
by: Getnet, Yalemzerf, et al.
Published: (2026)

Adapt under Attack and Domain Shift: Unified Adversarial Meta-Learning and Domain Adaptation for Robust Automatic Modulation Classification
by: Owfi, Ali, et al.
Published: (2025)

A Scoping Review of Deep Learning Methods for Photoplethysmography Data
by: Nie, Guangkun, et al.
Published: (2024)

Statistical Channel Fingerprint Construction for Massive MIMO: A Unified Tensor Learning Framework
by: Jin, Zhenzhou, et al.
Published: (2026)

Deep Feature Learning for Wireless Spectrum Data
by: Milosheski, Ljupcho, et al.
Published: (2023)

Calibration of Deep Learning Classification Models in fNIRS
by: Cao, Zhihao, et al.
Published: (2024)

Deep Learning Modeling Method for RF Devices Based on Uniform Noise Training Set
by: Hu, Zhaokun, et al.
Published: (2024)

Physiology-Aware Masked Cross-Modal Reconstruction for Biosignal Representation Learning
by: Zhou, Hao, et al.
Published: (2026)

UWB Radar-based Heart Rate Monitoring: A Transfer Learning Approach
by: Gruzewska, Elzbieta, et al.
Published: (2025)

Near-Field Spot Beamfocusing: A Correlation-Aware Transfer Learning Approach
by: Fallah, Mohammad Amir, et al.
Published: (2024)

Data-Augmented Deep Learning for Downhole Depth Sensing and Validation
by: Xiao, Si-Yu, et al.
Published: (2025)

Radar Pulse Deinterleaving with Transformer Based Deep Metric Learning
by: Gunn, Edward, et al.
Published: (2025)

Evaluation of Deep Learning Models for LBBB Classification in ECG Signals
by: Ordóñez, Beatriz Macas, et al.
Published: (2025)

Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
by: Yaras, Can, et al.
Published: (2024)

Physics Sensor Based Deep Learning Fall Detection System
by: Qu, Zeyuan, et al.
Published: (2024)

Analog RF Computing: A New Paradigm for Energy-Efficient Edge AI Over MU-MIMO Systems
by: Yu, Wentao, et al.
Published: (2026)

Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation
by: Chen, Xiaolu, et al.
Published: (2025)

Few-Shot Radar Signal Recognition through Self-Supervised Learning and Radio Frequency Domain Adaptation
by: Huang, Zi, et al.
Published: (2025)

A Multi-Modal Unsupervised Machine Learning Approach for Biomedical Signal Processing in CPR
by: Islam, Saidul, et al.
Published: (2024)

UnMix-NeRF: Spectral Unmixing Meets Neural Radiance Fields
by: Perez, Fabian, et al.
Published: (2025)

Deep Learning Based Tool Wear Estimation Considering Cutting Conditions
by: Li, Zongshuo, et al.
Published: (2024)

DoorINet: Door Heading Prediction through Inertial Deep Learning
by: Zakharchenko, Aleksei, et al.
Published: (2024)

Are Anxiety Detection Models Generalizable? A Cross-Activity and Cross-Population Study Using Wearables
by: Sahu, Nilesh Kumar, et al.
Published: (2025)

Position-Aware Self-supervised Representation Learning for Cross-mode Radar Signal Recognition
by: Zhang, Hongyang, et al.
Published: (2026)

ECG-SMART-NET: A Deep Learning Architecture for Precise ECG Diagnosis of Occlusion Myocardial Infarction
by: Riek, Nathan T., et al.
Published: (2024)

Real-time Monitoring of Lower Limb Movement Resistance Based on Deep Learning
by: Batu, Buren, et al.
Published: (2024)