External report (Reports)
Autonomous Trustworthy Monitoring and Diagnosis of CubeSat Health (AtMonSat)
Horne, Ross James; Mauw, Sjouke; Mizera, Andrzej et al.
2022
 

Files


Full Text
AtMonSat_report.pdf
Author preprint (8.52 MB)
Download

All documents in ORBilu are protected by a user license.

Send to



Details



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.
Disciplines :
Aerospace & aeronautics engineering
Computer science
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
Language :
English
Title :
Autonomous Trustworthy Monitoring and Diagnosis of CubeSat Health (AtMonSat)
Publication date :
17 November 2022
Publisher :
European Space Agency
Focus Area :
Computational Sciences
Name of the research project :
Autonomous Trustworthy Monitoring and Diagnosis of CubeSat Health (AtMonSat)
Available on ORBilu :
since 29 July 2023

Statistics


Number of views
41 (2 by Unilu)
Number of downloads
18 (3 by Unilu)

Bibliography


Similar publications



Contact ORBilu