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Authors: Charlotte Govignon 1 ; Elliot Brendel 2 and Julien Alexandre Dit Sandretto 3

Affiliations: 1 École des Ponts ParisTech, Cité Descartes, 6 et 8 avenue Blaise Pascal, 77420 Champs-sur-Marne, France ; 2 Thales Land and Air Systems, Paris, France ; 3 ENSTA Paris, Institut Polytechnique de Paris, 828 Boulevard des Maŕ echaux, Palaiseau 91120, France

Keyword(s): Estimation, Association, Intervals, Contractors, Satellite Tracking, Radar.

Abstract: In this paper, we present a new uncertainty propagation algorithm based on interval arithmetic, and its applications for space surveillance. Using validated simulation, the goal is to explore the benefits of a set-based approach of estimation and data association for satellite tracking. The presented algorithm capitalises on the position measures of a satellite to improve its estimation and reduce uncertainties on its trajectory. Our approach also contributes to data association by computing the precision required for a measure to belong to a given track with confidence-levels. This paper illustrates the contributions of this new algorithm with several scenarios of orbit determination and satellite tracking and their numerical simulations.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Govignon, C., Brendel, E. and Alexandre Dit Sandretto, J. (2024). Validated Uncertainty Propagation for Estimation and Measure Association, Application to Satellite Tracking. In Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO; ISBN 978-989-758-717-7; ISSN 2184-2809, SciTePress, pages 660-667. DOI: 10.5220/0012939400003822

@conference{icinco24,
author={Charlotte Govignon and Elliot Brendel and Julien {Alexandre Dit Sandretto}},
title={Validated Uncertainty Propagation for Estimation and Measure Association, Application to Satellite Tracking},
booktitle={Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO},
year={2024},
pages={660-667},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012939400003822},
isbn={978-989-758-717-7},
issn={2184-2809},
}

TY - CONF

JO - Proceedings of the 21st International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO
TI - Validated Uncertainty Propagation for Estimation and Measure Association, Application to Satellite Tracking
SN - 978-989-758-717-7
IS - 2184-2809
AU - Govignon, C.
AU - Brendel, E.
AU - Alexandre Dit Sandretto, J.
PY - 2024
SP - 660
EP - 667
DO - 10.5220/0012939400003822
PB - SciTePress