Gorka De Miguel

Dr. Gorka De Miguel

orcid

Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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2 March 2020 in IEEE Access
Verified
Journal Article
Open access
PZPaul Zabalegui
Paul Zabalegui
GMGorka De Miguel
Gorka De Miguel
AFAlejandro Fernández
Alejandro Fernández
JMJaizki Mendizabal
Jaizki Mendizabal
JGJon Goya
Jon Goya
IAIñigo Adín
Iñigo Adín
The use of GNSS technologies has been spreading over time up to a point in which a huge diversity of applications require their use. Due to this demand, GNSS has turned into a more reliable technology, as multiple aspects of it have evolved. Integrity has become a vital aspect of being considered when using GNSS. The following document gathers and shows different aspects of integrity in terms of GNSS. The paper mainly focuses on the description of different receiver autonomous integrity monitoring methods. For this purpose, basic concepts and possible GNSS error sources (and their corresponding solutions) are introduced. Afterward, an explanation and a classification of the integrity monitoring techniques is given, where the fault detection and exclusion methods and different protection level computation formulas are analyzed.

27 August 2023 in Sensors
Verified
Journal Article
Open access
PDF file
IMIker Moya
Iker Moya
AFAlejandro Fernández
Alejandro Fernández
PZPaul Zabalegui
Paul Zabalegui
GMGorka De Miguel
Gorka De Miguel
MLMarkos Losada
Markos Losada
JMJaizki Mendizabal
Jaizki Mendizabal
Traditionally, freight wagon technology has lacked digitalization and advanced monitoring capabilities. This article presents recent advancements in freight wagon digitalization, covering the system’s definition, development, and field tests on a commercial line in Sweden. A number of components and systems were installed on board on the freight wagon, leading to the intelligent freight wagon. The digitalization includes the integration of sensors for different functions such as train composition, train integrity, asset monitoring and continuous wagon positioning. Communication capabilities enable data exchange between components, securely stored and transferred to a remote server for access and visualization. Three digitalized freight wagons operated on the Nässjo–Falköping line, equipped with strategically placed monitoring sensors to collect valuable data on wagon performance and railway infrastructure. The field tests showcase the system’s potential for detecting faults and anomalies, signifying a significant advancement in freight wagon technology, and contributing to an improvement in freight wagon digitalization and monitoring. The gathered insights demonstrate the system’s effectiveness, setting the stage for a comprehensive monitoring solution for railway infrastructures. These advancements promise real-time analysis, anomaly detection, and proactive maintenance, fostering improved efficiency and safety in the domain of freight transportation, while contributing to the enhancement of freight wagon digitalization and supervision.

14 October 2019 in IEEE Transactions on Vehicular Technology
Verified
Journal Article
Open access
GMGorka De Miguel
Gorka De Miguel
JGJon Goya
Jon Goya
NBNerea Fernández Berrueta
Nerea Fernández Berrueta
SJSaioa Arrizabalaga Juaristi
Saioa Arrizabalaga Juaristi
JMJaizki Mendizabal
Jaizki Mendizabal
IAIñigo Adín
Iñigo Adín
Independently on the business case addressed, one of the main drawbacks of the railway use cases that need continuous Global Navigation Satellite Systems data is the lack of availability for the 100% of the time of the journey. Additionally, the integrity assessment of the position estimation given is also mandatory for safety critical applications. Thus, tunnels and multipath effects are one of the most challenging situations for the continuous positioning systems. In this context, an autonomous on-board Complementary Positioning System has been proposed to overcome the limitation of Global Navigation Satellite System based positioning systems. This paper proposes a positioning enhancement solution by means of fusing data from the satellite navigation system and inertial measurement units. That hybrid solution provides higher availability and accuracy to the positioning specially on known blocked scenarios, such as tunnels, or urban canyons, by means of a novel environment aware map aided software technique named Known Blocked Scenarios algorithm. This paper describes the Complementary Positioning System and the field test carried out in a challenging environment to validate the enhancement proposed by the authors, which demonstrate the benefits that this system has in known harsh environments for railways.

7 March 2018 in IEEE Transactions on Intelligent Transportation Systems
Verified
Journal Article
Closed access
JGJon Goya
Jon Goya
GMGorka De Miguel
Gorka De Miguel
SJSaioa Arrizabalaga Juaristi
Saioa Arrizabalaga Juaristi
LZLeticia Zamora-Cadenas
Leticia Zamora-Cadenas
IAIñigo Adín
Iñigo Adín
JMJaizki Mendizabal
Jaizki Mendizabal
The European Union (EU) is bolstering the railway sector with the aim of making it a direct competitor of the aviation sector. For that to occur, railway efficiency has to be improved by means of increasing capacity and reducing operational expenditure. Tracks are currently used below their maximum capacity. Given this fact and the EU's goals for the railway sector, research on solutions for on-board positioning system based on global navigation satellite systems (GNSS) have arisen in recent years. By taking advantage of GNSS, safety critical positioning systems will be able to use the infrastructure more efficiently. However, GNSS based positioning systems still cannot fulfill current normative validation processes, mainly, due to the fact that GNSS based positioning performance evaluation is not compatible with the key performance indicators (KPIs) used to assess railway systems performance: reliability, availability, maintainability, and safety. This paper proposes a methodology and unified key performance indicators (KPIs). Additionally, it shows real examples to address this issue. It aims to fill the gap between the current railway standardization process and any on-board positioning system.

1 January 2016 in Transportation Research Procedia
Verified
Journal Article
Open access
IAIñigo Adín
Iñigo Adín
JMJaizki Mendizabal
Jaizki Mendizabal
GMGorka De Miguel
Gorka De Miguel
JGJ. Goya
J. Goya
LZL. Zamora
L. Zamora
SJSaioa Arrizabalaga Juaristi
Saioa Arrizabalaga Juaristi
The suitability of EGNSS (including EGNOS and Galileo early services) for safety railway applications has been analysed by several European projects such as Grail, Grail-2, Satloc, 3InSat, and it is currently being analysed by ERSAT EAV. ERSAT EAV in particular is addressing the following three challenges beyond the state-of-the-art: a) reuse of ETCS odometry by adding the virtual balise concept to eliminate the fixed balise along the line; b) adoption of the public EGNOS Augmentation network “upgraded” with Local augmentation networks to fulfil the railways’ requirements; c) verification and validation of alternative GNSS solutions to guarantee localization functions in areas where the GNSS signal is not available and/or subject to interference.This paper focuses on the third of these challenges, addressing the design and the implementation of a complementary positioning system (CPS) for GNSS-denied areas. This system is based mainly on the Public Land Mobile Network (PLMN) information but also incorporates additional source information (such as predefined GNSS blocked zone information and GNSS positioning information for calibration purposes, when available) in order to enhance positioning performance.This paper deals with the different steps taken to create the CPS:1.Analysis of the alternatives for complementary positioning systems when GNSS is not available2.Simulation and development of algorithms for the CPS in the lab3.Creation of a prototype for the CPS based on COTS componentsMore specifically, after analysing the state-of-the-art technologies, the algorithms for the selected solution will be implemented in the laboratory. In order to analyse the theoretical performance of the algorithms, the environment and observables for the algorithms will also be modelled in the simulation platform. The performance of the CPS will be analysed in terms of accuracy, reliability, continuity and integrity in a way similar to the GNSS systems. Finally, the algorithms will be implemented in a prototype based on COTS components so that the CPS will not be a theoretical solution but also a real solution that could be useful for the on-board positioning function in trains when GNSS solutions are not available

24 December 2022 in Remote Sensing
Verified
Journal Article
Open access
PDF file
PZPaul Zabalegui
Paul Zabalegui
GMGorka De Miguel
Gorka De Miguel
JMJaizki Mendizabal
Jaizki Mendizabal
IAIñigo Adín
Iñigo Adín
Due to their ability to provide a worldwide absolute outdoor positioning, Global Navigation Satellite Systems (GNSS) have become a reference technology in terms of navigation technologies. Transportation-related sectors make use of this technology in order to obtain a position, velocity, and time solution for different outdoor tasks and applications. However, the performance of GNSS-based navigation is degraded when employed in urban areas in which satellite visibility is not good enough or nonexistent, as the ranging signals become obstructed or reflected by any of the numerous surrounding objects. For these situations, Ultra-Wideband (UWB) technology is a perfect candidate to complement GNSS as a navigation solution, as its anchor trilateration-based radiofrequency positioning resembles GNSS’s principle. Nevertheless, this fusion is vulnerable to interferences affecting both systems, since multiple signal-degrading error sources can be found in urban environments. Moreover, an inadequate location of the augmenting UWB transmitters can introduce additional errors to the system due to its vulnerability to the multipath effect. Therefore, the misbehavior of an augmentation system could lead to unexpected and critical faults instead of improving the performance of the standalone GNSS. Accordingly, this research work presents the performance improvement caused by the application of Fault Detection and Exclusion methods when applied to a UWB-augmented low-cost GNSS system in urban environments.