Title :
Model reduction by moment matching, steady-state response and projections
Abstract :
The model reduction problem by moment matching for linear systems is revisited and connections between projection based methods and the notion of steady-state response are established. A systems theoretic interpretation of the (oblique) projectors used in Krylov methods is derived and a new family of reduced order models achieving moment matching is given. Finally, the equivalence between various families of reduced order models, all achieving moment matching, is established.
Keywords :
linear systems; method of moments; reduced order systems; Krylov methods; equivalence; linear systems; model reduction; moment matching; projections; steady-state response; Equations; Interpolation; Mathematical model; Reduced order systems; Signal generators; Steady-state; Transfer functions;
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
Print_ISBN :
978-1-4244-7745-6
DOI :
10.1109/CDC.2010.5717725