This paper addresses the state estimation and unknown input reconstruction in strongly observable linear systems under the so-called matching conditions. Our proposal extends previous approaches to predefined-time state estimation, which involved the use of a pair of time-delay observers, adapting them to the framework of sliding mode observation in the presence of unknown inputs. As a result, a novel sliding mode-based observation algorithm is developed, which exhibits desirable properties such as global finite-time convergence or semi-global fixed-time convergence. Notably, the method is also capable of reconstructing the unknown inputs without requiring any low-pass filtering or continuous approximations of the discontinuous observer signals. The convergence properties are proven through a formal stability analysis and validated through numerical simulations.

Semi-global Fixed-time State Estimation and unknown Input Reconstruction via First-order Sliding Mode observers with Delay

Pilloni A.
;
Pisano A.;Usai E.
2024-01-01

Abstract

This paper addresses the state estimation and unknown input reconstruction in strongly observable linear systems under the so-called matching conditions. Our proposal extends previous approaches to predefined-time state estimation, which involved the use of a pair of time-delay observers, adapting them to the framework of sliding mode observation in the presence of unknown inputs. As a result, a novel sliding mode-based observation algorithm is developed, which exhibits desirable properties such as global finite-time convergence or semi-global fixed-time convergence. Notably, the method is also capable of reconstructing the unknown inputs without requiring any low-pass filtering or continuous approximations of the discontinuous observer signals. The convergence properties are proven through a formal stability analysis and validated through numerical simulations.
2024
Convergence; Eigenvalues and eigenfunctions; Fixed-time stability; Linear systems; Linear systems; Numerical stability; Observers; Sliding mode control; Stability analysis; State estimation; Unknown input observer; Vectors
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11584/420946
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