Identification of dynamic models in complex networks with prediction error methods-basic methods for consistent module estimates
From MaRDI portal
Publication:2350748
DOI10.1016/J.AUTOMATICA.2013.07.011zbMath1358.93059OpenAlexW2107861998MaRDI QIDQ2350748
Xavier Bombois, Arne G. Dankers, Heuberger, Peter S. C., Van den Hof, Paul M. J.
Publication date: 25 June 2015
Published in: Automatica (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.automatica.2013.07.011
system identificationlinear systemsgraph theoryclosed-loop identificationidentifiabilitydynamic networks
Related Items (23)
Identification of systems with unknown inputs using indirect input measurements ⋮ A scalable multi-step least squares method for network identification with unknown disturbance topology ⋮ Identifiability of linear dynamic networks ⋮ An empirical Bayes approach to identification of modules in dynamic networks ⋮ A frequency domain approach for local module identification in dynamic networks ⋮ Topology identification of heterogeneous networks: identifiability and reconstruction ⋮ Dynamic network reconstruction from heterogeneous datasets ⋮ Learning linear modules in a dynamic network using regularized kernel-based methods ⋮ On optimal input design for networked systems ⋮ Abstractions of linear dynamic networks for input selection in local module identification ⋮ Data informativity for the open-loop identification of MIMO systems in the prediction error framework ⋮ On the informativity of direct identification experiments in dynamical networks ⋮ Topology identification under spatially correlated noise ⋮ Errors-in-variables identification in dynamic networks-consistency results for an instrumental variable approach ⋮ Optimal excitation and measurement pattern for cascade networks ⋮ Identification of affinely parameterized state-space models with unknown inputs ⋮ Prediction error identification of linear dynamic networks with rank-reduced noise ⋮ Identification of Dynamical Networks ⋮ Variance analysis of linear SIMO models with spatially correlated noise ⋮ Topology identification of complex delayed dynamical networks with multiple response systems ⋮ Subspace identification of individual systems in a large-scale heterogeneous network ⋮ Generic identifiability of subnetworks in a linear dynamic network: the full measurement case ⋮ Sparse estimation in linear dynamic networks using the stable spline horseshoe prior
This page was built for publication: Identification of dynamic models in complex networks with prediction error methods-basic methods for consistent module estimates
