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eess.SY2018★ 33 cited
Kolmogorov -widths for linear dynamical systems
Benjamin Unger, Serkan Gugercin
Kolmogorov -widths and Hankel singular values are two commonly used concepts in model reduction. Here we show that for the special case of linear time-invariant dynamical (LTI)…
eess.SY2018★ 17 cited
Model reduction for linear systems with low-rank switching
Philipp Schulze, Benjamin Unger
We introduce a novel model order reduction method for large-scale linear switched systems (LSS) where the coefficient matrices are affected by a low-rank switching. The key idea is…
eess.SY2016★ 51 cited
Data-driven Structured Realization
Philipp Schulze, Benjamin Unger, Christopher Beattie +1
We present a framework for constructing structured realizations of linear dynamical systems having transfer functions of the form where $h_1,h_2,\…