Title :
Automated Troubleshooting of Satellite Communication Ground Equipment
Author :
Munagala, Sasikanth ; Moltsen, Lars ; Barco, Raquel ; Lazaro, Pedro
Author_Institution :
Wirtek A/S, Aalborg
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;
Conference_Titel :
Aerospace Conference, 2008 IEEE
Conference_Location :
Big Sky, MT
Print_ISBN :
978-1-4244-1487-1
Electronic_ISBN :
1095-323X
DOI :
10.1109/AERO.2008.4526653