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eess.SY2023★ 7 cited
Data-based system representations from irregularly measured data
Mohammad Alsalti, Ivan Markovsky, Victor G. Lopez +1
Non-parametric representations of dynamical systems based on the image of a Hankel matrix of data are extensively used for data-driven control. However, if samples of data are miss…
math.OC2023
Data-Driven Output Matching of Output-Generalized Bilinear and Linear Parameter-Varying systems
Leander Hemelhof, Ivan Markovsky, Panagiotis Patrinos
There is a growing interest in data-driven control of nonlinear systems over the last years. In contrast to related works, this paper takes a step back and aims to solve the output…