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Data-driven Structured Realization

Published in arXiv (Cornell University) • Nov 7, 2016
NobleIDNI2P19W01R40S56
Authors:
Philipp Schulze
,
Benjamin Unger
,
Christopher Beattie

Abstract

We present a framework for constructing structured realizations of linear dynamical systems having transfer functions of the form $C(\sum_{k=1}^K h_k(s)A_k)^{-1}B$ where $h_1,h_2,\ldots,h_K$ are prescribed functions that specify the surmised structure of the model. Our construction is data-driven in...

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