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  • Article
  • Open Access
1 Citations
2,855 Views
33 Pages

The Impact of Signal Interference on Static GNSS Measurements

  • Željko Bačić,
  • Danijel Šugar and
  • Zvonimir Nevistić

Global navigation satellite systems (GNSSs) are an integral part of modern society and are used in various industries, providing users with positioning, navigation, and timing (PNT). However, their effectiveness is vulnerable to signal interference,...

  • Article
  • Open Access
9 Citations
4,060 Views
23 Pages

Localization of GNSS Spoofing Interference Source Based on a Moving Array Antenna

  • Rui Liu,
  • Zhiwei Yang,
  • Qidong Chen,
  • Guisheng Liao and
  • Qinglin Zhu

25 November 2023

GNSS spoofing interference utilizes falsified navigation signals to launch attacks on GNSS systems, posing a significant threat to applications that rely on GNSS signals for positioning, navigation, and time services. Therefore, achieving effective l...

  • Article
  • Open Access
59 Citations
7,464 Views
25 Pages

GNSS Space-Time Interference Mitigation and Attitude Determination in the Presence of Interference Signals

  • Saeed Daneshmand,
  • Ali Jafarnia Jahromi,
  • Ali Broumandan and
  • Gérard Lachapelle

26 May 2015

The use of Space-Time Processing (STP) in Global Navigation Satellite System (GNSS) applications is gaining significant attention due to its effectiveness for both narrowband and wideband interference suppression. However, the resulting distortion an...

  • Review
  • Open Access
5 Citations
6,473 Views
20 Pages

GNSS Anti-Interference Technologies for Unmanned Systems: A Brief Review

  • Pengfei Jiang,
  • Xingshou Geng,
  • Guowei Pan,
  • Bao Li,
  • Zhiwen Ning,
  • Yan Guo and
  • Hongwei Wei

4 May 2025

With the rapid advancement of unmanned system technologies, their applications in transportation, scientific research, economy, resource exploration, and military fields have become increasingly widespread. The navigation system, as a fundamental com...

  • Article
  • Open Access
6 Citations
4,169 Views
28 Pages

19 July 2021

Sometimes, it is impossible to conduct tests with the use of the GNSS system, or the obtained results of the measurements made differ significantly from the predicted accuracy. The most common cause of the problems (external factors, faulty results)...

  • Article
  • Open Access
19 Citations
6,217 Views
25 Pages

2 September 2015

Interference detection is very important for Global Navigation Satellite System (GNSS) receivers. Current work on interference detection in GNSS receivers has mainly focused on time-frequency (TF) analysis techniques, such as spectrogram and Wigner–V...

  • Article
  • Open Access
25 Citations
4,477 Views
20 Pages

2 March 2021

Since radio frequency interference (RFI) seriously degrades the performance of a global navigation satellite system (GNSS) receiver, interference detection becomes very important for GNSS receivers. In this paper, a novel rearranged wavelet–Hough tra...

  • Article
  • Open Access
18 Citations
8,544 Views
24 Pages

Normalized GNSS Interference Pattern Technique for Altimetry

  • Miguel Angel Ribot,
  • Jean-Christophe Kucwaj,
  • Cyril Botteron,
  • Serge Reboul,
  • Georges Stienne,
  • Jérôme Leclère,
  • Jean-Bernard Choquel,
  • Pierre-André Farine and
  • Mohammed Benjelloun

11 June 2014

It is well known that reflected signals from Global Navigation Satellite Systems (GNSS) can be used for altimetry applications, such as monitoring of water levels and determining snow height. Due to the interference of these reflected signals and the...

  • Article
  • Open Access
1 Citations
2,543 Views
25 Pages

Preliminary Design of a GNSS Interference Mapping CubeSat Mission: JamSail

  • Luis Cormier,
  • Tasneem Yousif,
  • Samuel Thompson,
  • Angel Arcia Gil,
  • Nishanth Pushparaj,
  • Paul Blunt and
  • Chantal Cappelletti

31 October 2024

The JamSail mission is an educational CubeSat aiming to design, develop, and demonstrate two new technologies on a small satellite, tentatively scheduled for launch no earlier than 2026. When launched, JamSail will demonstrate the functionality of tw...

  • Proceeding Paper
  • Open Access
1 Citations
1,578 Views
10 Pages

The Vulnerability of Inland Waterway AIS to GNSS Radio Frequency Interference

  • Jakub Steiner,
  • Jakub Havlíček,
  • Tomáš Duša and
  • Günter Heinrichs

29 October 2023

GNSS is an indispensable source of positioning, navigation and timing for many sectors, including inland waterway transport. Unfortunately, GNSS is also vulnerable to interference, including intentional jamming and spoofing. This paper evaluates the...

  • Article
  • Open Access
12 Citations
7,421 Views
28 Pages

31 October 2022

GNSS receivers process signals with very low received power levels (<−160 dBW) and, therefore GNSS signals are susceptible to interference. Interference mitigation algorithms have become common in GNSS receiver designs in both professional a...

  • Proceeding Paper
  • Open Access
9 Citations
4,341 Views
11 Pages

There is a growing dependence of critical and safety-of-life systems on the Global Navigation Satellite System (GNSS). GNSS interference events can cause severe impacts on aircraft safety, including unavailability of GNSS-based landing services. Ther...

  • Article
  • Open Access
30 Citations
7,212 Views
32 Pages

Low-Cost COTS GNSS Interference Monitoring, Detection, and Classification System

  • Johannes Rossouw van der Merwe,
  • David Contreras Franco,
  • Jonathan Hansen,
  • Tobias Brieger,
  • Tobias Feigl,
  • Felix Ott,
  • Dorsaf Jdidi,
  • Alexander Rügamer and
  • Wolfgang Felber

25 March 2023

Interference signals cause position errors and outages to global navigation satellite system (GNSS) receivers. However, to solve these problems, the interference source must be detected, classified, its purpose determined, and localized to eliminate...

  • Feature Paper
  • Article
  • Open Access
1,765 Views
27 Pages

Localization of Multiple GNSS Interference Sources Based on Target Detection in C/N0 Distribution Maps

  • Qidong Chen,
  • Rui Liu,
  • Qiuzhen Yan,
  • Yue Xu,
  • Yang Liu,
  • Xiao Huang and
  • Ying Zhang

29 July 2025

The localization of multiple interference sources in Global Navigation Satellite Systems (GNSS) can be achieved using carrier-to-noise ratio (C/N0) information provided by GNSS receivers, such as those embedded in smartphones. However, in increasingl...

  • Article
  • Open Access
15 Citations
7,086 Views
24 Pages

GNSS Radio Frequency Interference Monitoring from LEO Satellites: An In-Laboratory Prototype

  • Micaela Troglia Gamba,
  • Brendan David Polidori,
  • Alex Minetto,
  • Fabio Dovis,
  • Emilio Banfi and
  • Fabrizio Dominici

13 January 2024

The disruptive effect of radio frequency interference (RFI) on global navigation satellite system (GNSS) signals is well known, and in the last four decades, many have been investigated as countermeasures. Recently, low-Earth orbit (LEO) satellites h...

  • Proceeding Paper
  • Open Access
1 Citations
2,019 Views
10 Pages

10 November 2025

Global Navigation Satellite Systems (GNSSs) play a critical role in ensuring the safety of modern transportation across all domains, including aviation, road, rail, and maritime navigation. However, recent years have seen a significant increase in ra...

  • Technical Note
  • Open Access
4 Citations
1,906 Views
16 Pages

1 December 2024

With the continuous advancement of electromagnetic countermeasures, new types of interference signals (e.g., multi-polarization suppression interference) pose a significant threat to conventional Global Navigation Satellite System (GNSS) services, ev...

  • Proceeding Paper
  • Open Access
1,387 Views
11 Pages

On the Edge Model-Aided Machine Learning GNSS Interference Classification with Low-Cost COTS Hardware

  • Simon Kocher,
  • David Contreras Franco,
  • Antonia Dietz and
  • Alexander Rügamer

Interference signals can disrupt global navigation satellite system (GNSS) receivers and degrade or deny a position-velocity-time (PVT) solution. After detecting an interference signal, classifying its type can provide insight into its cause and help...

  • Article
  • Open Access
6 Citations
3,998 Views
27 Pages

Wide-Band Interference Mitigation in GNSS Receivers Using Sub-Band Automatic Gain Control

  • Johannes Rossouw van der Merwe,
  • Fabio Garzia,
  • Alexander Rügamer,
  • Santiago Urquijo,
  • David Contreras Franco and
  • Wolfgang Felber

16 January 2022

The performance of global navigation satellite system (GNSS) receivers is significantly affected by interference signals. For this reason, several research groups have proposed methods to mitigate the effect of different kinds of jammers. One effecti...

  • Article
  • Open Access
6 Citations
3,174 Views
20 Pages

4 August 2021

Robust autonomous driving, as long as it relies on satellite-based positioning, requires carrier-phase-based algorithms, among other types of data sources, to obtain precise and true positions, which is also primarily true for the use of GNSS geodeti...

  • Article
  • Open Access
963 Views
21 Pages

18 May 2025

The Global Navigation Satellite System (GNSS) has emerged as a critical spatiotemporal infrastructure for ensuring the integrity of remote sensing data links. However, traditional GNSS antenna arrays, typically configured with the antenna spacing of...

  • Article
  • Open Access
1,023 Views
24 Pages

7 September 2025

In this study, the key challenges faced by global navigation satellite systems (GNSSs) in the field of security are addressed, and an eye diagram-based deep learning framework for intelligent classification of interference types is proposed. GNSS sig...

  • Feature Paper
  • Article
  • Open Access
38 Citations
5,694 Views
26 Pages

Huber’s Non-Linearity for GNSS Interference Mitigation

  • Daniele Borio,
  • Haoqing Li and
  • Pau Closas

10 July 2018

Satellite-based navigation is prevalent in both commercial applications and critical infrastructures, providing precise position and time referencing. As a consequence, interference to such systems can have repercussions on a plethora of fields. Addi...

  • Article
  • Open Access
10 Citations
5,594 Views
19 Pages

Impact Analysis of Standardized GNSS Receiver Testing against Real-World Interferences Detected at Live Monitoring Sites

  • Mohammad Zahidul H. Bhuiyan,
  • Nunzia Giorgia Ferrara,
  • Amin Hashemi,
  • Sarang Thombre,
  • Michael Pattinson and
  • Mark Dumville

13 March 2019

GNSS-based applications are susceptible to different threats, including radio frequency interference. Ensuring that the new applications can be validated against the latest threats supports the wider adoption and success of GNSS in higher value marke...

  • Proceeding Paper
  • Open Access
3 Citations
2,443 Views
9 Pages

GNSS Interference Monitoring and Detection (GIMAD) System

  • Enric Obiols-Bernaus,
  • Lorena Tortajada-Ropero,
  • Àngel Creus-Blanch,
  • Antonio González-Novell,
  • Fran Fabra and
  • Gonzalo Seco-Granados

29 October 2023

In the last few years, gradually more systems have relied on the Global Navigation Satellite System (GNSS) for their correct functioning. These systems include safety-critical applications such as airports or emergency services. Given the wide number...

  • Proceeding Paper
  • Open Access
323 Views
11 Pages

Jammertest: An Open GNSS Interference Test Arena to Accelerate the Development of Resilient GNSS Applications

  • Nicolai Gerrard,
  • Tor Atle Solend,
  • Anders Rødningsby,
  • Øystein Karlsen,
  • Tomas Levin,
  • Harald Hauglin,
  • Kristian Svartveit,
  • Christian Berg Skjetne,
  • Anders Martin Solberg and
  • Øystein Borlaug
  • + 1 author

24 February 2026

Jammertest, held annually in Andøya, Northern Norway, is the world’s largest open test for evaluating the resilience of Global Navigation Satellite System (GNSS) technologies against jamming, meaconing, and spoofing threats. Set in a rem...

  • Article
  • Open Access
3 Citations
4,378 Views
25 Pages

10 April 2017

In the coexistence of multiple types of interfering signals, the performance of interference suppression methods based on time and frequency domains is degraded seriously, and the technique using an antenna array requires a large enough size and huge...

  • Article
  • Open Access
29 Citations
4,881 Views
24 Pages

Collaborative Solutions for Interference Management in GNSS-Based Aircraft Navigation

  • Mario Nicola,
  • Gianluca Falco,
  • Ruben Morales Ferre,
  • Elena-Simona Lohan,
  • Alberto de la Fuente and
  • Emanuela Falletti

22 July 2020

Nowadays, the Global Navigation Satellite Systems (GNSS) technology is not the primary means of navigation for civil aviation and Air Traffic Control, but its role is increasing. Consequently, the vulnerabilities of GNSSs to Radio Frequency Interfere...

  • Proceeding Paper
  • Open Access
359 Views
8 Pages

Monitoring Radio Frequency Interference Affecting GNSS Using Android Smartphones

  • Javier Tegedor,
  • Ciro Gioia,
  • Marco Barbero,
  • Stefano Luzardi and
  • Gianluca Folloni

5 February 2026

Global Navigation Satellite Systems (GNSSs) are exploited in a wide range of applications, and their reliability and accuracy are more critical than ever. Weak GNSS signals are extremely susceptible to intentional or unintentional interference. The J...

  • Article
  • Open Access
10 Citations
3,857 Views
14 Pages

25 April 2019

In this paper, a joint method combining Hough transform and reassigned smoothed pseudo Wigner-Ville distribution (RSPWVD) is presented to detect time-varying interferences with crossed frequency for a Global Navigation Satellite System (GNSS) receive...

  • Article
  • Open Access
1,111 Views
15 Pages

28 November 2024

Addressing the issue of linear frequency modulation (LFM) interference in GNSS positioning, this paper proposes an interference suppression method based on energy residual searching, incorporating the fractional Fourier transform (FrFT) for improved...

  • Article
  • Open Access
48 Citations
8,000 Views
23 Pages

21 April 2015

In this paper, an improved joint time-frequency (TF) analysis method based on a reassigned smoothed pseudo Wigner–Ville distribution (RSPWVD) has been proposed in interference detection for Global Navigation Satellite System (GNSS) receivers. In the...

  • Article
  • Open Access
11 Citations
3,670 Views
22 Pages

A Novel GNSS Interference Detection Method Based on Smoothed Pseudo-Wigner–Hough Transform

  • Kewen Sun,
  • Baoguo Yu,
  • Mireille Elhajj,
  • Washington Yotto Ochieng,
  • Tengteng Zhang and
  • Jianlei Yang

24 June 2021

This paper develops novel Global Navigation Satellite System (GNSS) interference detection methods based on the Hough transform. These methods are realized by incorporating the Hough transform into three Time-Frequency distributions: Wigner–Ville dis...

  • Article
  • Open Access
32 Citations
5,876 Views
12 Pages

A Real-Time Interference Monitoring Technique for GNSS Based on a Twin Support Vector Machine Method

  • Wutao Li,
  • Zhigang Huang,
  • Rongling Lang,
  • Honglei Qin,
  • Kai Zhou and
  • Yongbin Cao

4 March 2016

Interferences can severely degrade the performance of Global Navigation Satellite System (GNSS) receivers. As the first step of GNSS any anti-interference measures, interference monitoring for GNSS is extremely essential and necessary. Since interfer...

  • Proceeding Paper
  • Open Access
3 Citations
2,983 Views
9 Pages

GNSS Radio Frequency Interference Mitigation in Collins Commercial Airborne Receivers

  • Angelo Joseph,
  • Patrick Bartolone,
  • Joseph Griggs,
  • Bernard Schnaufer,
  • Huan Phan and
  • Vikram Malhotra

29 October 2023

Nowadays, commercial aeronautical Global Navigation Satellite Systems (GNSS) receivers are more and more exposed to Radio Frequency Interference (RFI) threats from GNSS jammers and spoofers. On commercial aircraft GNSS, receiver outputs, in general,...

  • Proceeding Paper
  • Open Access
1 Citations
1,881 Views
10 Pages

Low-Cost SDR for GNSS Interference Mitigation Using Spatial Diversity Techniques

  • Lucía Pallarés-Rodríguez,
  • David Gómez-Casco,
  • Noori Bni-Lam,
  • Gonzalo Seco-Granados,
  • José A. López-Salcedo and
  • Paolo Crosta

This paper addresses the feasibility of implementing spatial diversity techniques to mitigate interference signals using low-cost GNSS receivers. Global Navigation Satellite Systems (GNSSs) remain at the core of navigation technologies and obtaining...

  • Article
  • Open Access
58 Citations
9,173 Views
26 Pages

7 September 2019

Jamming and spoofing are the two main types of intentional interference for global navigation satellite system (GNSS) receivers. Due to the entirely different signal characteristics they have, a few techniques can deal with them simultaneously. This...

  • Proceeding Paper
  • Open Access

25 February 2026

This paper discusses the design, development, and initial testing of a distributed monitoring system intended to detect and localize sources of harmful interference impacting Global Navigation Satellite System (GNSS) users over city-sized areas using...

  • Article
  • Open Access
6 Citations
5,666 Views
18 Pages

Software Defined Radio for GNSS Radio Frequency Interference Localization

  • Fred Taylor,
  • Evan Gattis,
  • Lucca Trapani,
  • Dennis Akos,
  • Sherman Lo,
  • Todd Walter and
  • Yu-Hsuan Chen

22 December 2023

The use of radio direction finding techniques in order to identify and reject harmful interference has been a topic of discussion both past and present for signals in the GNSS bands. Advances in commercial off-the-shelf radio hardware have led to the...

  • Article
  • Open Access
2 Citations
4,553 Views
11 Pages

A Four-Channel CMOS Front-End for Interference-Robust GNSS Receiver

  • Fang Han,
  • Jian Gao,
  • Xiaoran Li and
  • Zhiming Chen

A four-channel receiver front-end is designed and implemented for interference- and jamming-robust global navigation satellite system (GNSS) in a 0.18-μm CMOS technology. The front-end consists of four identical RF-to-IF signal paths including low...

  • Article
  • Open Access
5 Citations
2,884 Views
19 Pages

Robust Wideband Interference Suppression Method for GNSS Array Antenna Receiver via Hybrid Beamforming Technique

  • Zhenxing Xu,
  • Qijia Dong,
  • Shenyang Li,
  • Fuzhan Yue,
  • Meng Wang,
  • Zhenghuan Xia,
  • Xiao Chen,
  • Shuangna Zhang,
  • Guoji Zou and
  • Huizheng Wang

26 May 2024

Global navigation satellite system (GNSS) array antenna receivers are widely used to suppress wideband interference in navigation countermeasures. However, existing array antenna receivers all adopt a digital array structure and digital beamforming t...

  • Article
  • Open Access
23 Citations
6,467 Views
18 Pages

31 October 2016

The use of antenna arrays in Global Navigation Satellite System (GNSS) applications is gaining significant attention due to its superior capability to suppress both narrowband and wideband interference. However, the phase distortions resulting from a...

  • Article
  • Open Access
2 Citations
2,976 Views
32 Pages

25 January 2025

This article investigates the performance of the Galileo Open Service Navigation Message Authentication (OSNMA) system in real-life environments prone to RF interference (RFI), jamming, and/or spoofing attacks. Considering the existing data that indi...

  • Article
  • Open Access
1 Citations
2,166 Views
21 Pages

COSMIC-2 RFI Prediction Model Based on CNN-BiLSTM-Attention for Interference Detection and Location

  • Cheng-Long Song,
  • Rui-Min Jin,
  • Chao Han,
  • Dan-Dan Wang,
  • Ya-Ping Guo,
  • Xiang Cui,
  • Xiao-Ni Wang,
  • Pei-Rui Bai and
  • Wei-Min Zhen

4 December 2024

As the application of the Global Navigation Satellite System (GNSS) continues to expand, its stability and safety issues are receiving more and more attention, especially the interference problem. Interference reduces the signal reception quality of...

  • Article
  • Open Access
10 Citations
5,818 Views
22 Pages

Situational Awareness: Mapping Interference Sources in Real-Time Using a Smartphone App

  • Hong Lam Nguyen,
  • Micaela Troglia Gamba,
  • Emanuela Falletti and
  • Tung Hai Ta

26 November 2018

In the past years, many techniques have been researched and developed to detect and identify the interference sources of Global Navigation Satellite System (GNSS) signals. In this paper, we utilize a simple and portable application to map interferenc...

  • Article
  • Open Access
2 Citations
2,404 Views
20 Pages

Global navigation satellite systems (GNSSs), with their ubiquitous coverage, have become a cornerstone of modern position, navigation, and timing (PNT) services. While their spread spectrum communication offers inherent, albeit partial, resilience ag...

  • Proceeding Paper
  • Open Access
2 Citations
711 Views
13 Pages

This paper addresses the critical issue of unwanted interference in airborne GNSS receivers, crucial for navigational safety. Previous studies often simplified the problem, but this work offers a comprehensive approach, considering factors like Earth...

  • Article
  • Open Access
7 Citations
4,795 Views
19 Pages

19 December 2018

Dual-polarized sensitive arrays (DPSAs) with the space–time-polarization adaptive processing (STPAP) technique, which employs the polarization domain as well as the space domain and time domain to filter out interferences, can cancel a larger n...

  • Communication
  • Open Access
15 Citations
3,435 Views
14 Pages

Performance Evaluation of CentiSpace Navigation Augmentation Experiment Satellites

  • Lin Chen,
  • Feiren Lv,
  • Qiangwen Yang,
  • Tulin Xiong,
  • Yuqi Liu,
  • Yi Yang,
  • Hongchen Pan,
  • Suisheng Wang,
  • Min Liu and
  • Yundi Jin
  • + 3 authors

19 June 2023

This paper presents the performance analysis of CentiSpace low earth orbit (LEO) experiment satellites. Distinguishing them from other LEO navigation augmentation systems, the co-time and co-frequency (CCST) self-interference suppression technique is...

  • Article
  • Open Access
1,146 Views
24 Pages

The performance of the services provided by Global Navigation Satellite Systems (GNSSs) can be seriously degraded by the presence of wireless interferences, and Machine Learning (ML) has been applied to address this problem using the digital artifact...

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