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Data-driven design of deadbeat observers for higher-order LTI systems
arXiv cs.SY0 views
arXiv:2610.08404v1 Announce Type: new Abstract: In this letter, we derive a necessary and sufficient condition for the existence of a deadbeat observer (DBO) for systems described by higher-order difference equations based on finite historical data. Furthermore, we develop an algorithm to construct a consistent DBO and to parametrise all DBOs directly from the historical data. Finally, we apply the proposed approach to the problem of state estimation in the presence of unknown inputs.
Source：https://arxiv.org/abs/2610.08404PreviousMachine Learning for German Redispatch Forecasting under Data Delays and Temporal Distribution ShiftNextFrom 2D system to 1D system via restriction to a vertical strip: applications to time-controllability and zero-time-controllability
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