Search Results for author: Antoine P. Leeman

Found 3 papers, 2 papers with code

Robust Optimal Control for Nonlinear Systems with Parametric Uncertainties via System Level Synthesis

1 code implementation3 Apr 2023 Antoine P. Leeman, Jerome Sieber, Samir Bennani, Melanie N. Zeilinger

The proposed approach jointly optimizes a nominal nonlinear trajectory and an error feedback, requiring minimal offline design effort and offering low conservatism.

Predictive safety filter using system level synthesis

1 code implementation5 Dec 2022 Antoine P. Leeman, Johannes Köhler, Samir Benanni, Melanie N. Zeilinger

In this paper, we present an improved model predictive safety filter (MPSF) formulation, which incorporates system level synthesis techniques in the design.

Asynchronous Computation of Tube-based Model Predictive Control

no code implementations24 Nov 2022 Jerome Sieber, Andrea Zanelli, Antoine P. Leeman, Samir Bennani, Melanie N. Zeilinger

Tube-based model predictive control (MPC) methods bound deviations from a nominal trajectory due to uncertainties in order to ensure constraint satisfaction.

Model Predictive Control

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