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Formal analysis of state estimation for nonlinear model predictive control

The main goal of this study is to carry out a closed-loop performance analysis of state estimation methods when implemented in the formulation of nonlinear model predictive control. The analysis is facilitated by two nonlinear optimal state estimation methods: augmented state EKF (ASEKF) and augment...

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Bibliographic Details
Main Author: Moeti, Sekhonyana
Other Authors: Tsoeu Mohohlo
Format: Thesis
Language:Eng
Published: Department of Electrical Engineering 2016
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