• 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