Reference : Autonomous Trustworthy Monitoring and Diagnosis of CubeSat Health (AtMonSat)

	Document type :	Reports : External report
	Discipline(s) :	Engineering, computing & technology : Aerospace & aeronautics engineering Engineering, computing & technology : Computer science
	Focus Areas :	Computational Sciences
	To cite this reference:	http://hdl.handle.net/10993/55702

Title :	Autonomous Trustworthy Monitoring and Diagnosis of CubeSat Health (AtMonSat)
Language :	English
Author, co-author :	Horne, Ross James [University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS) >]
	Mauw, Sjouke [University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS) >]
	Mizera, Andrzej [University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS) >]
	Stemper, André [University of Luxembourg > Faculty of Science, Technology and Medicine (FSTM) > Department of Computer Science (DCS) >]
	Thoemel, Jan [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > Remote Sensing >]
Publication date :	17-Nov-2022
Publisher :	European Space Agency
Abstract :	[en] This document is the final report concluding the execution of the AtMonSat project co-funded by the European Space Agency (ESA) under the Open Space Innovation Platform (OSIP) and the University of Luxembourg. AtMonSat concerns on-board fault detection using artificial neural networks for CubeSat systems and related spacecraft where computing resources are limited. In particular, the concrete problem scenario of malfunctioning of CubeSat board elements is considered. The AtMonSat final report provides the problem statement, discusses the performed experiments designed to generate proper sets of data, and presents the details of the proposed solution. The report shows the devised framework to be both effective and suitable for implementation on a CubeSat.
Name of the research project :	Autonomous Trustworthy Monitoring and Diagnosis of CubeSat Health (AtMonSat)
Permalink :	http://hdl.handle.net/10993/55702

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	Fulltext file(s): File Commentary Version Size Access Open access AtMonSat_report.pdf Author preprint 8.32 MB View/Open

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