Identification of Sparse Continuous-Time Linear Systems with Low Sampling Rate: Exploring Matrix Logarithms

arXiv: Systems and Control, Volume abs/1605.08590, 2016.

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Abstract:

A continuous time linear dynamic in state space form has an $A$-matrix that reveals the connection between the states. Many dynamical systems allow a a sparse structure for this matrix. This means that the right-hand sides of the dynamical equations depend only on a subset of the states. If the system is unknown, one can try to identify i...More

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