91 citations · 226 across the 18 of their papers we have counts for
4 papers · 2 filters
Local module identification in dynamic networks with correlated noise: the full input case
Paul M. J. Van den Hof, Karthik R. Ramaswamy, Arne G. Dankers +1
The identification of local modules in dynamic networks with known topology has recently been addressed by formulating conditions for arriving at consistent estimates of the module…
A recursive estimation approach to distributed identification of large-scale multi-input-single-output FIR systems
Tom R. V. Steentjes, Mircea Lazar, Paul M. J. Van den Hof
The problem of identifying single modules in multiple-input-single-output (MISO) systems is considered. A novel approach to distributed identification of MISO finite impulse respon…
Local module identification in dynamic networks: do more inputs guarantee smaller variance?
M. Mohsin Siraj, Max G. Potters, Paul M. J. Van den Hof
Recent developments in science and engineering have motivated control systems to be considered as interconnected and networked systems. From a system identification point of view,…
Single module identifiability in linear dynamic networks
Harm Weerts, Paul M. J. Van den Hof, Arne Dankers
A recent development in data-driven modelling addresses the problem of identifying dynamic models of interconnected systems, represented as linear dynamic networks. For these netwo…