13 citations · 22 across the 7 of their papers we have counts for
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math.OC2024
Behaviors, trajectories and data: A novel perspective on the design of unknown-input observers
Giorgia Disarò, Maria Elena Valcher
The purpose of this paper is to propose a novel perspective, based on Willems' "behavior theory", on the design of an unknown-input observer for a given linear time-invariant discr…
math.DS2024★ 9 cited
Data-Driven Reduced-Order Unknown-Input Observers
Giorgia Disarò, Maria Elena Valcher
In this paper we propose a data-driven approach to the design of reduced-order unknown-input observers (rUIOs). We first recall the model-based solution, by assuming a problem set-…
eess.SY2024
Distributed Data-driven Unknown-input Observers for State Estimation
Yuzhou Wei, Giorgia Disarò, Wenjie Liu +3
Unknown inputs related to, e.g., sensor aging, modeling errors, or device bias, represent a major concern in wireless sensor networks, as they degrade the state estimation performa…