most citedOptimal Data-Driven Prediction and Predictive Control using Signal Matrix Models

1 citations · 1 across the 2 of their papers we have counts for

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2 papers

eess.SY2024★ 1 cited

Optimal Data-Driven Prediction and Predictive Control using Signal Matrix Models

Roy S. Smith, Mohamed Abdalmoaty, Mingzhou Yin

Data-driven control uses a past signal trajectory to characterise the input-output behaviour of a system. Willems' lemma provides a data-based prediction model allowing a control d…

math.OC2023

Closed-Loop Identification of Stabilized Models Using Dual Input-Output Parameterization

Ran Chen, Amber Srivastava, Mingzhou Yin +1

This paper introduces a dual input-output parameterization (dual IOP) for the identification of linear time-invariant systems from closed-loop data. It draws inspiration from the r…