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dc.contributor.authorRicco, Rodrigo Augusto-
dc.contributor.authorTeixeira, Bruno Otávio Soares-
dc.identifier.citationRICCO, R. A.; TEIXEIRA, B. O. S. Mapping prior information onto LMI eigenvalue-regions for discrete-time subspace identification. IET Control Theory & Applications, v. 14, n. 2, p. 358-366, 2020. Disponível em: <>. Acesso em: 10 mar. 2020.pt_BR
dc.description.abstractIn subspace identification, prior information can be used to constrain the eigenvalues of the estimated state-space model by defining corresponding linear matrix inequality (LMI) regions. In this study, first the authors argue on what kind of practical information can be extracted from historical data or step-response experiments to possibly improve the dynamical properties of the corresponding model and, also, on how to mitigate the effect of the uncertainty on such information. For instance, prior knowledge regarding the overshoot, the period between damped oscillations and settling time may be useful to constrain the possible locations of the eigenvalues of the discrete-time model. Then, they show how to map the prior information onto LMI regions and, when the obtaining regions are non-convex, to obtain convex approximations.pt_BR
dc.titleMapping prior information onto LMI eigenvalue-regions for discrete-time subspace identification.pt_BR
dc.typeArtigo publicado em periodicopt_BR
Appears in Collections:DEELT - Artigos publicados em periódicos

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