Partial Causal Detectability of Linear Descriptor Systems and Existence of Functional ODE Estimators

Fuente: arXiv
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Auteurs principaux: Jaiswal, Juhi, Berger, Thomas, Tomar, Nutan K.
Format: Preprint
Publié: 2024
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author Jaiswal, Juhi
Berger, Thomas
Tomar, Nutan K.
author_facet Jaiswal, Juhi
Berger, Thomas
Tomar, Nutan K.
contents This paper studies the problem of state estimation for linear time-invariant descriptor systems in their most general form. The estimator is a system of ordinary differential equations (ODEs). We introduce the notion of partial causal detectability and characterize this concept by means of a simple rank criterion involving the system coefficient matrices. Also, several equivalent characterizations for partial causal detectability are established. In addition, we prove that partial causal detectability is equivalent to the existence of functional ODE estimators. A numerical example is given to validate the theoretical results.
format Preprint
id arxiv_https___arxiv_org_abs_2405_07968
institution arXiv
publishDate 2024
record_format arxiv
spellingShingle Partial Causal Detectability of Linear Descriptor Systems and Existence of Functional ODE Estimators
Jaiswal, Juhi
Berger, Thomas
Tomar, Nutan K.
Optimization and Control
93C05 93B53 93B07 34A09
This paper studies the problem of state estimation for linear time-invariant descriptor systems in their most general form. The estimator is a system of ordinary differential equations (ODEs). We introduce the notion of partial causal detectability and characterize this concept by means of a simple rank criterion involving the system coefficient matrices. Also, several equivalent characterizations for partial causal detectability are established. In addition, we prove that partial causal detectability is equivalent to the existence of functional ODE estimators. A numerical example is given to validate the theoretical results.
title Partial Causal Detectability of Linear Descriptor Systems and Existence of Functional ODE Estimators
topic Optimization and Control
93C05 93B53 93B07 34A09
url https://arxiv.org/abs/2405.07968