The problem of output redundancy in discrete-time linear plants is addressed, wherein the presence of redundant sensors is motivated by unknown bias or faults affecting the measurement equation. In this context, we focus on the design of a nonlinear estimation procedure consisting in a bias estimator together with a linear Luenberger structure augmented with an adaptive weighted pseudo-inverse combination of the available measurements. It is shown that the proposed scheme is characterized by higher performances compared to the classical compensation of the observer output injection using the estimated bias. Simulation results are given to illustrate the potential behind the proposed solution.

Unbiased observer synthesis using dynamic output allocation for discrete-time linear plants with redundant sensors / Cristofaro, Andrea; Zaccarian, Luca. - (2017), pp. 1743-1748. (Intervento presentato al convegno Conference on Decision and Control tenutosi a Melbourne; Australia) [10.1109/CDC.2017.8263902].

Unbiased observer synthesis using dynamic output allocation for discrete-time linear plants with redundant sensors

Cristofaro, Andrea
;
2017

Abstract

The problem of output redundancy in discrete-time linear plants is addressed, wherein the presence of redundant sensors is motivated by unknown bias or faults affecting the measurement equation. In this context, we focus on the design of a nonlinear estimation procedure consisting in a bias estimator together with a linear Luenberger structure augmented with an adaptive weighted pseudo-inverse combination of the available measurements. It is shown that the proposed scheme is characterized by higher performances compared to the classical compensation of the observer output injection using the estimated bias. Simulation results are given to illustrate the potential behind the proposed solution.
2017
Conference on Decision and Control
Fault detection; Linear matrix inequalities; Fault reconstruction
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Unbiased observer synthesis using dynamic output allocation for discrete-time linear plants with redundant sensors / Cristofaro, Andrea; Zaccarian, Luca. - (2017), pp. 1743-1748. (Intervento presentato al convegno Conference on Decision and Control tenutosi a Melbourne; Australia) [10.1109/CDC.2017.8263902].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1329827
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