2 citations · 2 across the 4 of their papers we have counts for
4 papers
The shortest experiment for linear system identification
M. Kanat Camlibel, Henk J. van Waarde, Paolo Rapisarda
This paper is concerned with the following problem: given an upper bound of the state-space dimension and lag of a linear time-invariant system, design a sequence of inputs so that…
Towards a representer theorem for identification of passive systems
Brayan M. Shali, Henk J. van Waarde
A major problem in system identification is the incorporation of prior knowledge about the physical properties of the given system, such as stability, positivity and passivity. In…
The informativity approach to data-driven analysis and control
Henk J. van Waarde, Jaap Eising, M. Kanat Camlibel +1
The goal of this paper is to provide a tutorial on the so-called informativity framework for direct data-driven analysis and control. This framework achieves certified data-based a…
Training Lipschitz continuous operators using reproducing kernels
Henk J. van Waarde, Rodolphe Sepulchre
This paper proposes that Lipschitz continuity is a natural outcome of regularized least squares in kernel-based learning. Lipschitz continuity is an important proxy for robustness…