Search Results for author: Lukas Hewing

Found 4 papers, 0 papers with code

Sequential Convex Programming for Optimal Line of Sight Steering in Agile Missions

no code implementations13 Jun 2022 Jesús Ramírez, Lukas Hewing

The trend toward onboard autonomy and spacecraft minimization present significant potential for advances in efficient Line of Sight management by making optimal use of the limited torque resources available.

Management

Data-Driven Distributed Stochastic Model Predictive Control with Closed-Loop Chance Constraint Satisfaction

no code implementations6 Apr 2020 Simon Muntwiler, Kim P. Wabersich, Lukas Hewing, Melanie N. Zeilinger

Distributed model predictive control methods for uncertain systems often suffer from considerable conservatism and can tolerate only small uncertainties due to the use of robust formulations that are amenable to distributed design and optimization methods.

Model Predictive Control

On Simulation and Trajectory Prediction with Gaussian Process Dynamics

no code implementations L4DC 2020 Lukas Hewing, Elena Arcari, Lukas P. Fröhlich, Melanie N. Zeilinger

Second, we propose a linearization-based technique that directly provides approximations of the trajectory distribution, taking correlations explicitly into account.

Trajectory Prediction

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