Jammer classification with federated learning

P Wu, H Calatrava, T Imbiriba… - 2023 IEEE/ION Position …, 2023 - ieeexplore.ieee.org
Jamming signals can jeopardize the operation of GNSS receivers until deying its operation.
Given their ubiquity, jamming mitigation and localization techniques are of crucial …

A survey of spoofer detection techniques via radio frequency fingerprinting with focus on the gnss pre-correlation sampled data

W Wang, I Aguilar Sanchez, G Caparra, A McKeown… - Sensors, 2021 - mdpi.com
Radio frequency fingerprinting (RFF) methods are becoming more and more popular in the
context of identifying genuine transmitters and distinguishing them from malicious or non …

A Novel Ranging and IMU-Based Method for Relative Positioning of Two-MAV Formation in GNSS-Denied Environments

J Cheng, P Ren, T Deng - Sensors, 2023 - mdpi.com
Global Navigation Satellite Systems (GNSS) with weak anti-jamming capability are
vulnerable to intentional or unintentional interference, resulting in difficulty providing …

Spoofing in aviation: Security threats on GPS and ADS-B systems

DV Kožović, DŽ Đurđević - Vojnotehnički glasnik/Military …, 2021 - aseestant.ceon.rs
Sažetak Uvod/cilj: U radu su ukratko opisana nedavna istraživanja u oblasti GPS i ADS-B
spufinga/antispufinga. Ovi sistemi, koji se oslanjaju na tehnologiju satelitskog …

The DOA estimation method for low-altitude targets under the background of impulse noise

B Lin, G Hu, H Zhou, G Zheng, Y Song - Sensors, 2022 - mdpi.com
Due to the discontinuity of ocean waves and mountains, there are often multipath
propagation effects and obvious pulse characteristics in low-altitude detection. If the …

Coherent signal DOA estimation for MIMO radar under composite background of strong interference and non-uniform noise

B Lin, G Hu, H Zhou, G Zheng - Sensors, 2022 - mdpi.com
To address the problems of low accuracy and low robustness of the conventional algorithm
in estimating the direction of arrival (DOA) of coherent signals against a composite …

Massive differencing of GNSS pseudorange measurements

H Calatrava, D Medina, P Closas - 2023 IEEE/ION Position …, 2023 - ieeexplore.ieee.org
Global Navigation Satellite Systems (GNSS) is a popular positioning solution able to provide
high accuracy, integrity, reliability and high coverage. GNSS performance may be enhanced …

Aerial locating method design for civil aviation RFI: UAV monitoring platform and ground terminal system

C Zhou, R Xiong, H Zeng, J Xiao, Y Wang, P Jia… - Journal of Intelligent & …, 2021 - Springer
A key open question in the aerial locating method is ensure that parameters that identify the
location of the radio frequency interference (RFI) are monitored, and to make sure that the …

Optimal machine learning and signal processing synergies for low-resource GNSS interference classification

JR Van Der Merwe, DC Franco… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Interference signals degrade the performance of a global navigation satellite system (GNSS)
receiver. Classification of these interference signals allow better situational awareness and …

A Navigation Signals Monitoring, Analysis and Recording Tool: Application to Real-Time Interference Detection and Classification

IE Mehr, A Minetto, F Dovis - Proceedings of the 36th International Technical …, 2023 - ion.org
Given the extensive dependency on Global Navigation Satellite Systems (GNSS) for several
crucial applications, the disruption caused by intentional or unintentional Radio Frequency …