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Estimation of Nonlinear Greybox Models for Marine Applications
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As marine vessels are becoming increasingly autonomous, having accurate simulation models available is turning into an absolute necessity. This holds both for f
On Complexity Certification of Active-Set QP Methods with Applications to Linear MPC
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In model predictive control (MPC) an optimization problem has to be solved at each time step, which in real-time applications makes it important to solve these
Direction of Arrival Estimation for Wildlife Protection
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Direction of arrival (DOA) estimation is a well-established problem in signal processing. It involves determining the direction from which a signal reaches a se
Decentralized Estimation Using Conservative Information Extraction
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Sensor networks consist of sensors (e.g., radar and cameras) and processing units (e.g., estimators), where in the former information extraction occurs and in t
Control, Models and Industrial Manipulators
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The two topics at the heart of this thesis are how to improve control of industrial manipulators and how to reason about the role of models in automatic control