SESUP: Testing tool for state estimation algorithms for systems with uncertain parameters
Published: 20 October 2021| Version 2 | DOI: 10.17632/69529js9vr.2
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Description
SESUP is the application created to demonstrate the novel algorithms that reduce the prediction error sensitivity to parameters in Kalman filter. The application allows the user to test the exact desensitized Kalman filter algorithms and the state-of-the-art state estimation algorithms for systems with uncertain parameters. The algorithms are tested using Monte Carlo simulations. The application includes predefined example system.
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Institutions
Ceske Vysoke Uceni Technicke Fakulta elektrotechnicka
Categories
Kalman Filtering