In this study, algebraic techniques are proposed to design observers capable of estimating the state of multiple linear continuous-time systems. In order to pursue this objective, first an algebraic technique is given to compute the set of all the linear inverses of the observability map of a single plant. Such a result is then used to characterise, through algebraic geometry tools, the simultaneous observability of multiple linear systems both in the forced and in the autonomous case. Such a characterisation is finally employed to design a single observer that is capable of estimating the state of multiple linear systems.

Menini, L., Possieri, C., Tornambè, A. (2020). Algebraic approaches for the design of simultaneous observers for linear systems. IET CONTROL THEORY & APPLICATIONS, 14(1), 52-62 [10.1049/iet-cta.2019.0073].

Algebraic approaches for the design of simultaneous observers for linear systems

Menini L.;Possieri C.;Tornambè Antonio
2020-01-01

Abstract

In this study, algebraic techniques are proposed to design observers capable of estimating the state of multiple linear continuous-time systems. In order to pursue this objective, first an algebraic technique is given to compute the set of all the linear inverses of the observability map of a single plant. Such a result is then used to characterise, through algebraic geometry tools, the simultaneous observability of multiple linear systems both in the forced and in the autonomous case. Such a characterisation is finally employed to design a single observer that is capable of estimating the state of multiple linear systems.
2020
Pubblicato
Rilevanza internazionale
Articolo
Esperti anonimi
Settore ING-INF/04 - AUTOMATICA
English
Con Impact Factor ISI
algebra
linear systems
observers
geometry
continuous time systems
design observers
multiple linear continuous-time systems
algebraic technique
linear inverses
observability map
algebraic geometry tools
simultaneous observability
multiple linear systems
single observer
algebraic approaches
simultaneous observers
Menini, L., Possieri, C., Tornambè, A. (2020). Algebraic approaches for the design of simultaneous observers for linear systems. IET CONTROL THEORY & APPLICATIONS, 14(1), 52-62 [10.1049/iet-cta.2019.0073].
Menini, L; Possieri, C; Tornambè, A
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2108/259193
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