Title :
Non-bayesian fault detection/isolation with nuisance parameters and constraints
Author_Institution :
UTT, Troyes
Abstract :
The problem of statistical non-bayesian fault diagnosis (detection and isolation) is addressed in the paper. The goal is to discuss how to deal with nuisance parameters and how to integrate the constraints in the statistical decision-making process. To illustrate the theoretical results, the problem of navigation system integrity monitoring is considered.
Keywords :
decision making; failure analysis; fault diagnosis; reliability theory; statistical testing; fault detection; fault isolation; nuisance constraints; nuisance parameters; statistical decision-making process; statistical nonBayesian fault diagnosis; statistical testing; system failure; Cities and towns; Condition monitoring; Fault detection; Fault diagnosis; Navigation; Parametric statistics; Radar detection; Radar signal processing; Signal processing; Sonar detection;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4283046
