Title :
Reduced-order modeling of MIMO systems
Author :
Dumitriu, Lucia ; Iordache, Mihai ; Mandache, Lucian
Author_Institution :
Electr. Eng. Dept., Politeh. Univ. of Bucharest, Bucharest, Romania
Abstract :
The simulation of large-scale analog circuits is very expensive. Instead of the circuit complex model, reduction of the computing effort implies using a macromodel capable to capture the behaviors of the original circuit while preserving its essential properties. Building such a model is based on a simplified and unitary description of the circuit, by establishing a simple relationship between the input/output variables. In this paper, the model order reduction techniques based on the projection method in Krylov subspace are presented in two implementations: on the state equations and on the semi-sate equations of the analog circuits.
Keywords :
MIMO systems; analogue integrated circuits; integrated circuit modelling; large scale integration; Krylov subspace; MIMO systems; circuit complex model; large-scale analog circuits; reduced-order modeling; Artificial neural networks; Computational modeling; Equations; MIMO; Mathematical model;
Conference_Titel :
Symbolic and Numerical Methods, Modeling and Applications to Circuit Design (SM2ACD), 2010 XIth International Workshop on
Conference_Location :
Gammath
Print_ISBN :
978-1-4244-6816-4
DOI :
10.1109/SM2ACD.2010.5672308