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Engineering Proceedings, Volume 88, Issue 1

2025 ENC 2024 - 80 articles

European Navigation Conference 2024

Noordwijk, The Netherlands | 22–24 May 2024

Volume Editor:

Terry Moore, Royal Institute of Navigation, UK

Cover Story: The European Navigation Conference 2024 (ENC 2024) was held from 22 to 24 May 2024 at the European Space Research and Technology Centre (ESTEC) in Noordwijk, The Netherlands. The conference was organised by the Royal Institute of Navigation and the Netherlands Institute of Navigation as part of a series of international conferences held since 1991 under the auspices of the European Group of Institutes of Navigation (EUGIN). The scope of the conference was the science and practice of Positioning, Navigation and Timing (PNT) as applicable to scientists, technicians, policy makers, and users. Particular focus was on the conference theme of Resilient Navigation with dedicated parallel sessions on algorithms and methods, multi-sensor and autonomous PNT, safety critical navigation, future trends in navigation, and navigation for mass markets.
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Articles (80)

  • Proceeding Paper
  • Open Access
276 Views
10 Pages

Flight Test Performance Assessment of a Machine-Learning Software-Enhanced Inertial Navigation System

  • Matthew Starkey,
  • Carl Sequeira,
  • Conrad Rider,
  • Gabriel Furse and
  • Dylan Palmer-Jorge

In this paper, Flare Bright presents flight test results gathered using a ~2m fixed wingspan drone to demonstrate the capability that has been achieved using an Inertial Navigation System (INS) augmented by Machine Learning tuned software. INSs, usin...

  • Proceeding Paper
  • Open Access
274 Views
8 Pages

A Model for Data–Pilot Biases in Presence of Satellite and Receiver Imperfections

  • Christoph Enneking,
  • Steffen Thölert,
  • Peter Steigenberger and
  • Oliver Montenbruck

22 December 2025

The data and pilot channel of the Global Positioning System (GPS) L5 signal and other modernized signals of the global navigation satellite system (GNSS) are subject to an intra-signal bias. This tracking-mode-dependent bias causes problems for the h...

  • Proceeding Paper
  • Open Access
353 Views
10 Pages

NLOS Signal Detection from Early–Late Prompt Correlators Using Convolutional LSTM Network

  • Zhengjia Xu,
  • Ivan Petrunin,
  • Antonios Tsourdos,
  • Pekka Peltola,
  • Smita Tiwari,
  • Martin Bransby and
  • Nicolas Giron

19 December 2025

The emerging development of Global Navigation Satellite System (GNSS) software receivers has opened new opportunities in diverse operations. However, non-line-of-sight (NLOS) concatenated signal reception is one prevalent deterioration factor causing...

  • Proceeding Paper
  • Open Access
817 Views
10 Pages

Jamming and Spoofing Detection and Classification Performance Under Hostile GNSS Environments

  • Ali Broumandan,
  • Ali Pirsiavash,
  • Isabelle Tremblay and
  • Sandy Kennedy

12 December 2025

Civilian Global Navigation Satellite Systems (GNSS) play a crucial role in critical infrastructure and safety-critical applications, where their low signal power and open descriptions make them vulnerable to threats such as jamming and spoofing. To a...

  • Proceeding Paper
  • Open Access
242 Views
10 Pages

The Galileo program is adding a layer of security through the Galileo Assisted Commercial Authentication Service (ACAS). This service complements Galileo Open Service Navigation Message Authentication (OSNMA) by introducing signal authentication thro...

  • Proceeding Paper
  • Open Access
825 Views
11 Pages

Enhancing GNSS Robustness in Automotive Applications with Supercorrelation: Experimental Results in Urban Scenarios

  • Javier Gonzalo Garcia,
  • Johannes Rossouw van der Merwe,
  • Hery Mwenegoha,
  • Paulo Esteves,
  • Samir Benmendil,
  • Eugene Coetzee,
  • James Ellis,
  • Henry Eriksson-Martin,
  • Rose Grey and
  • Mark Crockett
  • + 5 authors

10 September 2025

Mitigating multipath interference is one of the biggest challenges in radio positioning. The Supercorrelation™ technology developed via Focal Point Positioning (FPP) suppresses multipath interference by performing long coherent integration whil...

  • Proceeding Paper
  • Open Access
1,040 Views
12 Pages

Positioning of a Lunar Lander Using a Dedicated Lunar Communication and Navigation System Assuming Realistic ODTS Performances

  • Yoann Audet,
  • Floor T. Melman,
  • Dimitrios V. Psychas,
  • Richard D. Swinden and
  • Javier Ventura-Traveset

With the renewed interest in the Moon, manifested by the growing number of planned missions for the past decade, space agencies are investing in reliable and dedicated lunar communication and navigation systems and services, such as the Moonlight pro...

  • Proceeding Paper
  • Open Access
1,763 Views
10 Pages

Performance Monitoring for Galileo High Accuracy Service and Reliable Galileo Service Operations

  • Ganesh Lalgudi Gopalakrishnan,
  • Antonio Salonico,
  • Javier De Blas,
  • Valerio Carandente,
  • Pedro Pintor and
  • Chris Nordmann

In this paper, we present the performance reporting of one of the selected Galileo services, namely the HAS. Specifically, we present the evolution of the monitored Galileo HAS correction quality and availability as well as the HAS-derived user posit...

  • Proceeding Paper
  • Open Access
993 Views
10 Pages

Multipath is one of the most challenging factors to model and/or characterize in the GNSS observation error budget. In the case of ground stations, code phase static multipath is typically the largest contributor of local observation errors. Current...

  • Proceeding Paper
  • Open Access
933 Views
10 Pages

Railway transportation systems have high accuracy and high integrity demands for safe localization. In the future, railway signaling is expected to rely on onboard sensors like Global Navigation Satellite Systems (GNSSs) in order to reduce installati...

  • Proceeding Paper
  • Open Access
4,274 Views
11 Pages

Mitigating GPS Spoofing Threats with Honeywell GPS-Aided Inertial Systems

  • Matej Kucera,
  • Radek Reznicek,
  • Radek Baranek,
  • Pavel Ptacek,
  • Daniel Bertrand and
  • Karl Keyzer

GNSS-Inertial integration brings great potential to detect and mitigate the effect of erroneous (spoofed) GNSS data. When a trajectory of an airplane diverges from (or is inconsistent with) inertial data, the integrated system may detect this erroneo...

  • Proceeding Paper
  • Open Access
1 Citations
929 Views
9 Pages

Enhancing GNSS Situational Awareness by Monitoring the New Galileo Services

  • Toni Hammarberg,
  • Fabricio S. Prol and
  • Mohammad Zahidul H. Bhuiyan

Global Navigation Satellite Systems (GNSSs) have become a critical service in modern society, and this has increased the need for GNSS situational awareness. On top of this, the GNSS field is rapidly changing. Increased signal interference has been o...

  • Proceeding Paper
  • Open Access
3,447 Views
10 Pages

This paper demonstrates the benefits of adapting Zero Velocity Update (ZVU) algorithms in foot-mounted pedestrian inertial navigation by finely tuning the algorithm to account for the type of terrain over which the pedestrian travels. Conventional ZV...

  • Proceeding Paper
  • Open Access
2 Citations
1,410 Views
11 Pages

Reinforcement Learning for UAV Path Planning Under Complicated Constraints with GNSS Quality Awareness

  • Abdulla Alyammahi,
  • Zhengjia Xu,
  • Ivan Petrunin,
  • Bo Peng and
  • Raphael Grech

Requirements for Unmanned Aerial Vehicle (UAV) applications in low-altitude operations are escalating, which demands resilient Position, Navigation and Timing (PNT) solutions incorporating global navigation satellite system (GNSS) services. However,...

  • Proceeding Paper
  • Open Access
660 Views
8 Pages

Global Ionospheric Corrections: Enhancing High-Accuracy Positioning

  • Nuria Pérez,
  • Jorge Durán,
  • Enrique Carbonell,
  • Ana González,
  • David Calle and
  • Irma Rodríguez

Electrically charged particles present in this layer of the Earth’s atmosphere can alter radio waves, such as those from GPS, Galileo, or BeiDou, resulting in non-estimated errors with respect to the available navigation models for the end user...

  • Proceeding Paper
  • Open Access
1,135 Views
10 Pages

Definition of Optimal Ephemeris Parameters for LEO-PNT

  • Carlos Gómez Navajas,
  • Aitor Auz Gómez,
  • Alejandro Muñoz Muñoz,
  • Carlos Catalán Catalán and
  • Andrés Juez Muñoz

This paper addresses the selection and justification of ephemeris parameters to be broadcast in a LEO-PNT navigation message. The temporal evolution of LEO orbital elements is analyzed, proving that the GPS/GAL model needs to evolve to cope with LEO...

  • Proceeding Paper
  • Open Access
1,020 Views
9 Pages

Acquiring and tracking multiple frequencies across many GNSS satellites introduces computation complexity, resulting in higher power consumption. A relatively small but optimal list of signals and satellites may result in better performance without a...

  • Proceeding Paper
  • Open Access
1,481 Views
9 Pages

Integrity Monitoring of GNSS Constellations with Only LEO-PNT Satellites

  • Carlos Catalán Catalán,
  • Luis García Iglesias and
  • Andrés Juez Muñoz

This paper explores the usage of LEO-PNT (Positioning, Navigation, and Timing) for providing navigation integrity to GNSS (Global Navigation Satellite System) constellations. LEO mega-constellations, which are positioned between GNSSs and users, offe...

  • Proceeding Paper
  • Open Access
1 Citations
1,791 Views
10 Pages

Initial Experimentation of a Real-Time 5G mmWave Downlink Positioning Testbed

  • José A. del Peral-Rosado,
  • Ali Y. Yildirim,
  • Auryn Soderini,
  • Rakesh Mundlamuri,
  • Florian Kaltenberger,
  • Elizaveta Rastorgueva-Foi,
  • Jukka Talvitie,
  • Ivan Lapin and
  • Detlef Flachs

This work presents the initial experimentation of a real-time 5G mmWave downlink positioning testbed deployed at Airbus premises. This experimentation is part of a first-of-a-kind testbed for hybrid Global Navigation Satellite Systems (GNSS), fifth-g...

  • Proceeding Paper
  • Open Access
971 Views
10 Pages

Traditional Global Navigation Satellite Systems (GNSSs) are subject to intentional or unintentional disturbances in the northern regions of Norway, leading to loss of critical infrastructure. The VHF Data Exchange System (VDES) has been suggested as...

  • Proceeding Paper
  • Open Access
2,484 Views
10 Pages

Improving Magnetic Flux Density Fingerprint Map Matching by Mitigating AC-Induced Variability

  • Peter J. Thompson,
  • Paul D. Groves,
  • Owen J. Griffiths,
  • Robin J. Handley and
  • David R. Selviah

Magnetic flux density (MFD) map matching is a technique that can provide absolute position solutions by comparing a series of MFD measurements with a database. Map matching relies on the consistent measurement of the same physical phenomena during th...

  • Proceeding Paper
  • Open Access
1,903 Views
10 Pages

Geometric Analysis of LEO-Based Monitoring of GNSS Constellations

  • Can Oezmaden,
  • Omar García Crespillo,
  • Michael Niestroj,
  • Marius Brachvogel and
  • Michael Meurer

The last decade has seen a surge in the development and deployment of low Earth orbit (LEO) constellations primarily serving broadband communication applications. These developments have also influenced the interest providing positioning, navigation,...

  • Proceeding Paper
  • Open Access
1,066 Views
10 Pages

An End-To-End Solution Towards Authenticated Positioning Utilizing Open-Source FGI-GSRx and FGI-OSNMA

  • Muwahida Liaquat,
  • Mohammad Zahidul H. Bhuiyan,
  • Toni Hammarberg,
  • Saiful Islam,
  • Mika Saajasto and
  • Sanna Kaasalainen

This paper presents an end-to-end solution towards authenticated positioning using only Galileo E1B signal by utilizing the Open Service Navigation Message Authentication (OSNMA). One of the primary objectives of this work is to offer a complete OSNM...

  • Proceeding Paper
  • Open Access
1 Citations
1,898 Views
11 Pages

Enhancing GNSS PPP Algorithms with AI: Towards Mitigating Multipath Effects

  • Álvaro Tena,
  • Adrián Chamorro and
  • Jesús David Calle

Nowadays, high precision and reliability of Global Navigation Satellite Systems are increasingly important in positioning applications. Machine learning is used to improve the performance of the GSHARP PPP algorithm by reducing the effect of multipat...

  • Proceeding Paper
  • Open Access
2,313 Views
11 Pages

GNSS Jamming Observed on Sounding Rocket Flights from Northern Scandinavia

  • Benjamin Braun,
  • Oliver Montenbruck,
  • Markus Markgraf,
  • Marcus Hörschgen-Eggers and
  • Rainer Kirchhartz

Since 2022, DLR’s Mobile Rocket Base (MORABA) has observed jamming of GNSS signals on sounding rockets launched from Esrange in northern Sweden and Andøya Space Center (ASC) in northern Norway. The jamming primarily affected the GPS L1,...

  • Proceeding Paper
  • Open Access
543 Views
10 Pages

In-Band Medium-Frequency R-Mode Signal Quality Estimation

  • Filippo Giacomo Rizzi,
  • Lars Grundhöfer,
  • Niklas Hehenkamp,
  • Stefan Gewies,
  • Daniel Medina and
  • Juan Manuel Gandarias

Assessing the quality of a received signal is of fundamental importance to predict the performance of the receiver. In general, the signal to noise ratio (SNR) or the carrier to noise density C/N0 ratio is used as an indicator to describe the signal...

  • Proceeding Paper
  • Open Access
943 Views
10 Pages

Efficient Detection of Galileo SAS Sequences Using E6-B Aiding

  • Rafael Terris-Gallego,
  • Ignacio Fernandez-Hernandez,
  • José A. López-Salcedo and
  • Gonzalo Seco-Granados

Galileo Signal Authentication Service (SAS) is an assisted signal authentication capability under development by Galileo, designed to enhance the robustness of the European Global Navigation Satellite System (GNSS) against malicious attacks like spoo...

  • Proceeding Paper
  • Open Access
2 Citations
692 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...

  • Proceeding Paper
  • Open Access
1 Citations
601 Views
9 Pages

Performance Analysis of CUDA-Based Galileo Signal Quality Monitoring

  • Florian Binder,
  • Daniel J. Bauer,
  • Thomas Pany and
  • Torben Schüler

The aim of this study was to develop basic findings for a continuous Signal Quality Monitoring system based on a measurement campaign. Four Galileo satellites were repeatedly recorded, using a dish antenna, and their metrics were analyzed. Due to the...

  • Proceeding Paper
  • Open Access
1 Citations
1,239 Views
10 Pages

A Novel Navigation Message for Future LCNS Satellites

  • Filipe De Oliveira Salgueiro,
  • Floor Thomas Melman,
  • Richard Swinden,
  • Yoann Audet,
  • Pietro Giordano and
  • Javier Ventura-Traveset

With the renewed interest in the Moon, several countries are launching projects to explore the Moon (at both institutional and private level). As part of the Moonlight Programme, the European Space Agency (ESA) is developing Lunar Communication and N...

  • Proceeding Paper
  • Open Access
1,345 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...

  • Proceeding Paper
  • Open Access
529 Views
11 Pages

Study of Proposed SIS Monitoring Strategies for a Lunar Navigation System

  • Daniele Musacchio,
  • Laura De Leo and
  • Mattia Carosi

The deployment of a lunar navigation satellite system will be justified by the provision of navigation services to the many planned lunar missions that will include both orbiting and surface users. In this context, system monitoring and system valida...

  • Proceeding Paper
  • Open Access
1 Citations
1,063 Views
10 Pages

IEC-61108-7 SBAS Standard for Shipborne Receivers: Preliminary Testing Validation Activities

  • Javier Tegedor,
  • Joaquim Fortuny,
  • Guillermo Fernandez,
  • Elisabet Lacarra,
  • Ettore Canestri,
  • Silvia Porfili and
  • Ciro Gioia

The IEC 61108-7 standard focuses on the minimum performance required by shipborne receivers using satellite-based augmentation system (SBAS) L1 signals to be compliant with the performance specified in IMO Resolution A.1046(27). Apart from the minimu...

  • Proceeding Paper
  • Open Access
2 Citations
985 Views
10 Pages

Reliable Position, Navigation, and Timing (PNT) is becoming more and more important, considering the proliferation of highly autonomous safety- and liability-critical systems. Due to their vulnerability to various threats such as deliberate Radio Fre...

  • Proceeding Paper
  • Open Access
1 Citations
1,290 Views
7 Pages

Two-Stage Beamforming Technique for GNSS Applications

  • Noori BniLam,
  • Samah Chazbeck,
  • Szabolcs Berki,
  • Raffaele Fiengo and
  • Paolo Crosta

In this paper, we introduce a robust beamforming technique using array antennas. The proposed solution constitutes two stages; the first stage exploits the space-alternating generalized expectation-maximization (SAGE) algorithm to decompose the recei...

  • Proceeding Paper
  • Open Access
943 Views
9 Pages

Integrating Multi-Sensor Augmented PNT to Enhance Outdoor Human Motion Capture Using Low-Cost GNSS Receivers

  • Andrea Maffia,
  • Georgii Kurshakov,
  • Tiziano Cosso,
  • Vittorio Sanguineti and
  • Giorgio Delzanno

We are working on an innovative approach to outdoor human motion capture, using a wearable device that integrates a low-cost GNSS (Global Navigation Satellite System) receiver and an INS (Inertial Navigation System) via a zero-velocity update (ZUPT)...

  • Proceeding Paper
  • Open Access
1,257 Views
10 Pages

UWB-Based Positioning Is Not Invulnerable from Spoofing Attacks: A Case Study of Crazyswarm

  • Mahyar Shariat,
  • Jelena Gabela Majić,
  • Max Brandstätter and
  • Wolfgang Kastner

Spoofing attacks pose a threat to drones, which can lead to their crash or takeover. As a countermeasure, the European Space Agency has implemented the Timed Efficient Loss-tolerant Authentication (TESLA) broadcast protocol in the Galileo Open Servic...

  • Proceeding Paper
  • Open Access
4 Citations
1,224 Views
9 Pages

This paper delves into the distributed GNSS spoofing threat, a sophisticated deployment structure wherein multiple spoofing antennas each emit a single spoofing signal to the victim receiver. This study analyzes the challenges associated with executi...

  • Proceeding Paper
  • Open Access
759 Views
11 Pages

Dilution of Precision (DOP) is routinely used in GNSS to assess the quality of the constellation geometry for the positioning algorithm. Those DOP indicators are computed from the estimation covariance of a snapshot weighted least squares (WLS) estim...

  • Proceeding Paper
  • Open Access
625 Views
11 Pages

In this study, we introduce a decentralized architecture aimed at enhancing the efficiency of precise point positioning real-time kinematics (PPP-RTK) in large-scale networks with a common pivot station. Initially, we partition the extensive network...

  • Proceeding Paper
  • Open Access
1,287 Views
10 Pages

Performance Analysis of Spoofing and Interference Detection Techniques for Satellite-Based Augmentation System and Global Navigation Satellite System Reference Receivers

  • Xavier Álvarez-Molina,
  • Gonzalo Seco-Granados,
  • Marc Solé-Gaset,
  • Sergi Locubiche-Serra and
  • José A. López-Salcedo

Global Navigation Satellite System (GNSS) reference receivers are an essential part of ground stations that make the operation of Satellite-Based Augmentation Systems (SBAS) possible. Recently, there has been increasing concern about spoofing and int...

  • Proceeding Paper
  • Open Access
1 Citations
1,988 Views
10 Pages

Indoor Signal Strength Evaluation of the Orbcomm Low Earth Orbit Satellite Constellation

  • Wout Van Uytsel,
  • Thomas Janssen,
  • Maarten Weyn and
  • Rafael Berkvens

In this connected world, communication in all kinds of complex environments is crucial. As a result, indoor satellite communication could enable many new applications and use cases. In this study, we explore the potential of Low Earth Orbit (LEO) sat...

  • Proceeding Paper
  • Open Access
1,052 Views
10 Pages

Ultra-Wide Band (UWB) real-time localization systems usually require either precise and robust synchronization of the anchor transceivers or sufficiently stable clocks for methods referred to as “synchronization-free”. Typically, reasonab...

  • Proceeding Paper
  • Open Access
1 Citations
1,942 Views
10 Pages

Assessment of Situational Awareness in Relation to Advanced Navigation Systems Using Ship Handling Simulators

  • Hari Sundar Mahadevan,
  • Ashwarya Kumar,
  • Robert Grundmann and
  • Anastasia Schwarze

Digitalization has revolutionized the maritime industry, particularly in navigation systems. The use of advanced tools such as the Electronic Chart Display and Information System (ECDIS) has increased the need for information processing. However, the...

  • Proceeding Paper
  • Open Access
900 Views
11 Pages

UKSBAS Testbed Performance Assessment of Two Years of Operations

  • Javier González Merino,
  • Fernando Bravo Llano,
  • Michael Pattinson,
  • Madeleine Easom,
  • Juan Ramón Campano Hernández,
  • Ignacio Sanz Palomar,
  • María Isabel Romero Llapa,
  • Sangeetha Priya Ilamparithi,
  • David Hill and
  • George Newton

Current Satellite-Based Augmentation Systems (SBASs) improve the positioning accuracy and integrity of GPS satellites and provide safe civil aviation navigation services for procedures from en-route to LPV-200 precision approach over specific regions...

  • Proceeding Paper
  • Open Access
481 Views
10 Pages

Many critical applications exhibit a growing dependency on Global Navigation Satellite Systems (GNSS), which has led to GNSS jamming and spoofing becoming an increasing threat to society. The Structural Power Content Analysis (SPCA) algorithm is a pr...

  • Proceeding Paper
  • Open Access
1,201 Views
10 Pages

Galileo Timing Receiver Standard

  • Héctor Llorca,
  • Javier Fidalgo,
  • Ricardo Píriz,
  • Javier Bárcena,
  • Francisco Arribas,
  • Valeria Catalano,
  • Gert-Jan Pauwels,
  • Joaquim Fortuny,
  • Beatrice Motella and
  • Tom Willems
  • + 4 authors

The European Commission (EC) is taking steps towards the implementation of a Galileo Timing Service. This service is now formally part of the mission of the Galileo Second Generation, and it puts emphasis on serving critical infrastructure. Implement...

  • Proceeding Paper
  • Open Access
642 Views
10 Pages

This paper discusses a precise relative navigation and separation assurance system based on the exchange of Global Navigation Satellite (GNSS) measurements via new message types for Automatic Dependent Surveillance–Light (ADS-L). A measurement-...

  • Proceeding Paper
  • Open Access
810 Views
10 Pages

Diversity Architecture for Robust GNSS/INS Navigation in Launcher Applications

  • Fabio Scibona,
  • Sergi Dueñas Pedrosa,
  • Brendan David Polidori,
  • Samuele Fantinato,
  • Stefano Carletta,
  • Paolo Teofilatto,
  • Giovanni Palmerini and
  • Eleftherios Plakidis

The ESA DIVERGENCE (Diversity Architecture for Robust GNSS Receivers in Launcher Applications) project is focused on the design of a GNSS/INS hybrid navigation system and an appropriate FDIR/FDE algorithm for GNC applications in launchers and re-entr...

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Eng. Proc. - ISSN 2673-4591