학술논문
Explicit Formulas for the Equivalence Between Fault Detection Filters and Observers
Document Type
Periodical
Author
Source
IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 69(5):3473-3479 May, 2024
Subject
Language
ISSN
0018-9286
1558-2523
2334-3303
1558-2523
2334-3303
Abstract
This article establishes the explicit formulas for the equivalence between fault detection filters and observers. The method relies on solving a Sylvester equation, the Schur decomposition, and algebraic manipulations. The equivalence being demonstrated valid from a generic point of view, it is shown that $H_\infty,H_-,H_{2},\text{ and }H_{2g}$ robust residual generators and $H_\infty /\mu$ fault estimators are particular cases. A numerical example and a realistic satellite's example illustrate the equivalence.