Machine Learning in Orbit Estimation: a Survey

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Machine Learning in Orbit Estimation: a Survey

19 July 2022

Francisco M. Caldas

Cláudia Soares

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Papers citing "Machine Learning in Orbit Estimation: a Survey"

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Title
SpaceTrack-TimeSeries: Time Series Dataset towards Satellite Orbit Analysis Zhixin Guo Qi Shi Xiaofan Xu Sixiang Shan L. Qin Linqiang Ge Rui Zhang Ya Dai Hua Zhu Guowei Jiang 7 0 0 16 Jun 2025
Towards Formal Verification of Federated Learning Orchestration Protocols on Satellites Miroslav Popovic Marko Popovic Miodrag Djukic I. Basicevic 48 0 0 17 Oct 2024
Generalizing Trilateration: Approximate Maximum Likelihood Estimator for Initial Orbit Determination in Low-Earth Orbit Ricardo Ferreira Filipa Valdeira Marta Guimarães Cláudia Soares 29 1 0 21 Jul 2024
Precise and Efficient Orbit Prediction in LEO with Machine Learning using Exogenous Variables Francisco M. Caldas Cláudia Soares 43 1 0 03 Jul 2024
MicroPython Testbed for Federated Learning Algorithms Miroslav Popovic M. Popovic I. Kastelan Miodrag Djukic I. Basicevic 58 1 0 15 May 2024