4 papers
Modelling and identification of diffusively coupled linear networks with additional directed links
E. M. M., Kivits, Paul M. J. Van den Hof
Dynamic networks consist of interconnected dynamical systems. The subsystems can be viewed as transformations of input signals into output signals, where signals flow from one syst…
A frequency-domain approach for estimating continuous-time diffusively coupled linear networks
Desen Liang, E. M. M., Kivits +2
This paper addresses the problem of consistently estimating a continuous-time (CT) diffusively coupled network (DCN) to identify physical components in a physical network. We devel…
Informativity conditions for data-driven control based on input-state data and polyhedral cross-covariance noise bounds
Tom R. V. Steentjes, Mircea Lazar, Paul M. J. Van den Hof
Modeling and control of dynamical systems rely on measured data, which contains information about the system. Finite data measurements typically lead to a set of system models that…
A frequency domain approach for local module identification in dynamic networks
Karthik R. Ramaswamy, Péter Zoltán Csurcsia, Johan Schoukens +1
In classical approaches of dynamic network identification, in order to identify a system (module) embedded in a dynamic network, one has to formulate a Multi-input-Single-output (M…