Non-bayesian fault detection/isolation with nuisance parameters and constraints

Igor V. Nikiforov (1)

1 LM2S - Laboratoire Modélisation et Sûreté des Systèmes

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.

Domains: Computer Science [cs]

Igor V. Nikiforov. Non-bayesian fault detection/isolation with nuisance parameters and constraints. 2007 American Control Conference, Jul 2007, New York, United States. pp.2521-2526, ⟨10.1109/ACC.2007.4283046⟩. ⟨hal-02883382⟩