Research Article
Automated Troubleshooting of a UMTS-WLAN Test Platform
@INPROCEEDINGS{10.4108/tridentcom.2008.2989, author={Ronan Skehill and Sean Mc Grath and Carlos Antonio de Ramos}, title={Automated Troubleshooting of a UMTS-WLAN Test Platform}, proceedings={4th International ICST Conference on Testbeds and Research Infrastructures for the Development of Networks \& Communities}, publisher={ICST}, proceedings_a={TRIDENTCOM}, year={2010}, month={5}, keywords={Automated Troubleshooting Test Platform}, doi={10.4108/tridentcom.2008.2989} }
- Ronan Skehill
Sean Mc Grath
Carlos Antonio de Ramos
Year: 2010
Automated Troubleshooting of a UMTS-WLAN Test Platform
TRIDENTCOM
ICST
DOI: 10.4108/tridentcom.2008.2989
Abstract
Amongst troubleshooting tasks, correct diagnosis of faults is a complex and time consuming task. Bayesian Networks provide a modelling approach suitable to cater for the uncertainty inherent in human reasoning. The method presented in this paper, valid towards any system, is applied to a UMTS/WLAN test platform which replicates a real world cellular networks. The results conclusively show Bayesian Networks automatically diagnoses faults in the test platform with a high success rate.
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