Title :
Parameterized reduced order models with guaranteed passivity using matrix interpolation
Author :
Samuel, Elizabeth Rita ; Ferranti, Francesco ; Knockaert, Luc ; Dhaene, Tom
Author_Institution :
Dept. of Inf. Technol. (INTEC), Ghent Univ., Ghent, Belgium
Abstract :
We present a novel parameterized model order reduction method based on matrix interpolation. The design space is sampled over an estimation grid and for each estimation point a Krylov subspace is computed. A common projection matrix is generated by the truncation of the singular values of the merged Krylov subspaces of all estimation points from the design space. The reduced matrices are then interpolated using positive interpolation schemes to build guaranteed passive parameterized reduced order models. The technique is validated by means of a pertinent numerical simulation.
Keywords :
circuit simulation; interpolation; matrix algebra; network synthesis; reduced order systems; Krylov subspace; estimation grid; guaranteed passivity; matrix interpolation; parameterized model order reduction method; parameterized reduced order model; positive interpolation; projection matrix; Abstracts; Read only memory;
Conference_Titel :
Signal and Power Integrity (SPI), 2012 IEEE 16th Workshop on
Conference_Location :
Sorrento
Print_ISBN :
978-1-4673-1503-6
DOI :
10.1109/SaPIW.2012.6222913