DocumentCode
3517190
Title
Automated Troubleshooting of Satellite Communication Ground Equipment
Author
Munagala, Sasikanth ; Moltsen, Lars ; Barco, Raquel ; Lazaro, Pedro
Author_Institution
Wirtek A/S, Aalborg
fYear
2008
fDate
1-8 March 2008
Firstpage
1
Lastpage
10
Abstract
This paper presents the first, very promising results of the automated troubleshooting of satellite communication ground equipment (ATSIG) project, which is a research project conducted by Wirtek and University of Malaga and supported by European Space Agency. The project develops a novel concept for automating the troubleshooting process of a Satcom network operator. The work presented contains a thorough description of the developed concept, which is based on advanced technology from the artificial intelligence domain (Bayesian networks). This technology is ideal for solving the very complex problem of producing a diagnosis automatically in a domain with a lot of uncertainty. Although the presented work is specific to Satcom troubleshooting, the approach and results are immediately applicable for similar complex diagnostic domains.
Keywords
belief networks; fault diagnosis; satellite communication; satellite ground stations; telecommunication computing; telecommunication network reliability; Bayesian networks; Satcom network operator; automated troubleshooting; complex diagnostic domains; satellite communication ground equipment; Automation; Bayesian methods; Computer aided software engineering; Decision trees; Fault detection; Fault diagnosis; Humans; Satellite communication; Space technology; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Aerospace Conference, 2008 IEEE
Conference_Location
Big Sky, MT
ISSN
1095-323X
Print_ISBN
978-1-4244-1487-1
Electronic_ISBN
1095-323X
Type
conf
DOI
10.1109/AERO.2008.4526653
Filename
4526653
Link To Document