31 citations · 46 across the 7 of their papers we have counts for
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math.OC2021★ 31 cited
On data-driven control: informativity of noisy input-output data with cross-covariance bounds
Tom R. V. Steentjes, Mircea Lazar, Paul M. J. Van den Hof
In this paper we develop new data informativity based controller synthesis methods that extend existing frameworks in two relevant directions: a more general noise characterization…
eess.SY2021★ 4 cited
Guaranteed performance analysis and controller synthesis for interconnected linear systems from noisy input-state data
Tom R. V. Steentjes, Mircea Lazar, Paul M. J. Van den Hof
The increase in available data and complexity of dynamical systems has sparked the research on data-based system performance analysis and controller design. Recent approaches can g…