Search Results for author: Mario Mordmüller

Found 3 papers, 0 papers with code

Parameter estimation and model reduction for retinal laser treatment

no code implementations25 Feb 2022 Manuel Schaller, Mitsuru Wilson, Viktoria Kleyman, Mario Mordmüller, Ralf Brinkmann, Matthias A. Müller, Karl Worthmann

Laser photocoagulation is one of the most frequently used treatment approaches for retinal diseases such as diabetic retinopathy and macular edema.

Model Predictive Control

State and parameter estimation for model-based retinal laser treatment

no code implementations4 Mar 2021 Viktoria Kleyman, Manuel Schaller, Mitsuru Wilson, Mario Mordmüller, Ralf Brinkmann, Karl Worthmann, Matthias A. Müller

We find that, regarding convergence speed, the moving horizon estimation slightly outperforms the extended Kalman filter on measurement data in terms of parameter and state estimation, however, on simulated data the results are very similar.

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