Automated Troubleshooting of a UMTS-WLAN Test Platform

作者：Skehill Ronan^*; de Ramos Carlos Antonio; Mc Grath Sean

来源：Mobile Networks and Applications, 2010, 15(3): 366-377.

DOI：10.1007/s11036-009-0215-0

• automated troubleshooting
• test platform
• analysis
• measurement
• Bayesian networks

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 real world cellular networks. The results conclusively show Bayesian Networks automatically diagnoses faults in the test platform with a high success rate.

• 出版日期2010-6