Cover Image

Dictionary-Based Contrastive Learning for GNSS Jamming Detection

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hussain, Zawar, Majal, Arslan, Chughtai, Aamir Hussain, Nadeem, Talha
Format:	Preprint
Published:	2025
Subjects:	Signal Processing
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Trajectory Reconstruction through a Gaussian Adaptive Selective Outlier Rejecting Smoother
by: Majal, Arslan, et al.
Published: (2024)

EMORF-II: Adaptive EM-based Outlier-Robust Filtering with Correlated Measurement Noise
by: Majal, Arslan, et al.
Published: (2025)

Robust Filtering -- Novel Statistical Learning and Inference Algorithms with Applications
by: Chughtai, Aamir Hussain
Published: (2025)

EMORF/S: EM-Based Outlier-Robust Filtering and Smoothing With Correlated Measurement Noise
by: Chughtai, Aamir Hussain, et al.
Published: (2023)

Bayesian Heuristics for Robust Spatial Perception
by: Chughtai, Aamir Hussain, et al.
Published: (2022)

Intent-Driven 6G Communication Framework for RIS and Spectrum Leasing
by: Hussain, Zawar, et al.
Published: (2026)

Sparsifying Dictionary Learning for Beamspace Channel Representation and Estimation in Millimeter-Wave Massive MIMO
by: Aygul, Mehmet Ali, et al.
Published: (2020)

GNSS Jamming and Spoofing Monitoring Using Low-Cost COTS Receivers
by: Kriezis, Argyris, et al.
Published: (2025)

Impact of RIS Orientation on Throughput in UAV-Assisted Wireless Systems
by: Hussain, Zawar, et al.
Published: (2025)

ACSNet: A Deep Neural Network for Compound GNSS Jamming Signal Classification
by: Jiang, Min, et al.
Published: (2025)

Wide-Area GNSS Spoofing and Jamming Detection Using AIS-Derived Spatiotemporal Integrity Monitoring
by: Park, Sanghyeon, et al.
Published: (2026)

Deep Learning-Enabled Multi-Tag Detection in Ambient Backscatter Communications
by: Akyildiz, Talha, et al.
Published: (2025)

GNSS Jamming Detection with Automatic Gain Control (AGC) and Carrier-to-Noise Ratio Density (CNO) Observables from a COTS receiver
by: Kazim, Syed Ali, et al.
Published: (2026)

A Multi-Scale Feature Extraction and Fusion UNet for Pathloss Prediction in UAV-Assisted mmWave Radio Networks
by: Hussain, Sajjad
Published: (2025)

Meta-Learning Based Radio Frequency Fingerprinting for GNSS Spoofing Detection
by: Marata, Leatile, et al.
Published: (2025)

Linear Jamming Bandits: Learning to Jam 5G-based Coded Communications Systems
by: Schutz, Zachary, et al.
Published: (2024)

JamShield: A Machine Learning Detection System for Over-the-Air Jamming Attacks
by: Panitsas, Ioannis, et al.
Published: (2025)

Anti-Jamming Precoding Against Disco Intelligent Reflecting Surfaces Based Fully-Passive Jamming Attacks
by: Huang, Huan, et al.
Published: (2023)

RFI and Jamming Detection in Antenna Arrays with an LSTM Autoencoder
by: Ntemkas, Christos, et al.
Published: (2025)

RadioSim Agent: Combining Large Language Models and Deterministic EM Simulators for Interactive Radio Map Analysis
by: Hussain, Sajjad, et al.
Published: (2025)

Robust Partial Least Squares Using Low Rank and Sparse Decomposition
by: Abbas, Farwa, et al.
Published: (2024)

Adaptive Detection of On-Orbit Jamming for Securing GEO Satellite Links
by: Boumeftah, Anouar, et al.
Published: (2024)

Jamming Detection in MIMO-OFDM ISAC Systems Using Variational Autoencoders
by: Arcangeloni, Luca, et al.
Published: (2024)

Deep Reinforcement Learning-Aided Strategies for Big Data Offloading in Vehicular Networks
by: Akyildiz, Talha, et al.
Published: (2025)

Exploring the Limitations of Structured Orthogonal Dictionary Learning
by: Dash, Anirudh, et al.
Published: (2025)

Topological Dictionary Learning
by: Grimaldi, Enrico, et al.
Published: (2025)

Deceptive Jamming in WLAN Sensing
by: Yildirim, Hasan Can, et al.
Published: (2024)

FDA Jamming Against Airborne Phased-MIMO Radar-Part II: Jamming STAP Performance Analysis
by: Sun, Yan, et al.
Published: (2024)

A Model and Data Dual-driven Approach for Multitargets Detection under Mainlobe Jamming
by: Guo, Ruohai, et al.
Published: (2025)

DRL-Based Dynamic Channel Access and SCLAR Maximization for Networks Under Jamming
by: Basit, Abdul, et al.
Published: (2024)

Bayesian Inference-assisted Machine Learning for Near Real-Time Jamming Detection and Classification in 5G New Radio (NR)
by: Jere, Shashank, et al.
Published: (2023)

Weakly Supervised Convolutional Dictionary Learning for Multi-Label Classification
by: Chen, Hao, et al.
Published: (2025)

Anti-Jamming Modulation for OFDM Systems under Jamming Attacks
by: Yun, Jaewon, et al.
Published: (2025)

A Model-Based Dictionary Approach for Magnetic Nanoparticle Signal Prediction
by: Alpman, Asli, et al.
Published: (2025)

PyJama: Differentiable Jamming and Anti-Jamming with NVIDIA Sionna
by: Ulbricht, Fabian, et al.
Published: (2024)

GNSS Array-Based Multipath Detection Employing UKF on Manifolds
by: Ahmed, Abdelgabar, et al.
Published: (2025)

Integrated Sensing and Communication for Anti-Jamming with OAM
by: Liang, Liping, et al.
Published: (2024)

Convolutional Dictionary Learning Based Hybrid-Field Channel Estimation for XL-RIS-Aided Massive MIMO Systems
by: Zheng, Peicong, et al.
Published: (2024)

Joint 9D Receiver Localization and Ephemeris Correction with LEO and $5$G Base Stations
by: Emenonye, Don-Roberts, et al.
Published: (2024)

Towards Simple Machine Learning Baselines for GNSS RFI Detection
by: Ivanov, Viktor, et al.
Published: (2025)