Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions

This paper addresses the potential threats posed by large ionospheric gradients acting between ground-based augmentation system (GBAS) reference stations and aircraft during approach. Current GBAS stations rely on conservative threat models to mitigate ionospheric gradient threats, limiting system a...

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Main Authors: Maria Caamano, Jose Miguel Juan, Jaume Sanz, Sam Pullen
Format: Article
Language:English
Published: Institute of Navigation 2025-03-01
Series:Navigation
Online Access:https://navi.ion.org/content/72/1/navi.689
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author Maria Caamano
Jose Miguel Juan
Jaume Sanz
Sam Pullen
author_facet Maria Caamano
Jose Miguel Juan
Jaume Sanz
Sam Pullen
author_sort Maria Caamano
collection DOAJ
description This paper addresses the potential threats posed by large ionospheric gradients acting between ground-based augmentation system (GBAS) reference stations and aircraft during approach. Current GBAS stations rely on conservative threat models to mitigate ionospheric gradient threats, limiting system availability and continuity. To solve these issues, previous research has introduced a methodology for real-time detection and estimation of ionospheric gradients using a network of dual-frequency, multi-constellation global navigation satellite system monitoring stations. This paper proposes to expand this approach by including the derivation of an uncertainty model for the estimated gradient slope, allowing the threat model to be substituted with the near real-time estimated and overbounded gradient slope in current GBAS algorithms. Evaluations with simulated and real anomalous gradients produced by equatorial plasma bubbles demonstrate the efficacy of this methodology, indicating its potential to enhance GBASs by dynamically detecting, estimating, and overbounding the estimated anomalous gradients instead of relying solely on worst-case models, thus improving system availability and continuity.
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issn 2161-4296
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spelling doaj-art-2b7ba61163184289b24ce2016efb23492025-08-20T02:22:50ZengInstitute of NavigationNavigation2161-42962025-03-0172110.33012/navi.689navi.689Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude RegionsMaria CaamanoJose Miguel JuanJaume SanzSam PullenThis paper addresses the potential threats posed by large ionospheric gradients acting between ground-based augmentation system (GBAS) reference stations and aircraft during approach. Current GBAS stations rely on conservative threat models to mitigate ionospheric gradient threats, limiting system availability and continuity. To solve these issues, previous research has introduced a methodology for real-time detection and estimation of ionospheric gradients using a network of dual-frequency, multi-constellation global navigation satellite system monitoring stations. This paper proposes to expand this approach by including the derivation of an uncertainty model for the estimated gradient slope, allowing the threat model to be substituted with the near real-time estimated and overbounded gradient slope in current GBAS algorithms. Evaluations with simulated and real anomalous gradients produced by equatorial plasma bubbles demonstrate the efficacy of this methodology, indicating its potential to enhance GBASs by dynamically detecting, estimating, and overbounding the estimated anomalous gradients instead of relying solely on worst-case models, thus improving system availability and continuity.https://navi.ion.org/content/72/1/navi.689
spellingShingle Maria Caamano
Jose Miguel Juan
Jaume Sanz
Sam Pullen
Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions
Navigation
title Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions
title_full Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions
title_fullStr Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions
title_full_unstemmed Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions
title_short Overbounding of Near Real-Time Estimated Ionospheric Gradient Slope in Low-Latitude Regions
title_sort overbounding of near real time estimated ionospheric gradient slope in low latitude regions
url https://navi.ion.org/content/72/1/navi.689
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AT jaumesanz overboundingofnearrealtimeestimatedionosphericgradientslopeinlowlatituderegions
AT sampullen overboundingofnearrealtimeestimatedionosphericgradientslopeinlowlatituderegions