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., Tornambe', 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.File | Dimensione | Formato | |
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