Title :
A TBR-based trajectory piecewise-linear algorithm for generating accurate low-order models for nonlinear analog circuits and MEMS
Author :
D. Vasilyev;M. Rewienski;J. White
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Massachusetts Inst. of Technol., Cambridge, MA, USA
fDate :
6/25/1905 12:00:00 AM
Abstract :
In this paper we propose a method for generating reduced models for a class of nonlinear dynamical systems, based on truncated balanced realization (TBR) algorithm and a recently developed trajectory piecewise-linear (TPWL) model order reduction approach. We also present a scheme which uses both Krylov-based and TBR-based projections. Computational results, obtained for examples of nonlinear circuits and a micro-electro-mechanical system (MEMS), indicate that the proposed reduction scheme generates nonlinear macromodels with superior accuracy as compared to reduction algorithms based solely on Krylov subspace projections, while maintaining a relatively low model extraction cost.
Keywords :
"Piecewise linear techniques","Analog circuits","Micromechanical devices","Costs","Nonlinear systems","Nonlinear dynamical systems","Algorithm design and analysis","Linear approximation","Permission","State-space methods"
Conference_Titel :
Design Automation Conference, 2003. Proceedings
Print_ISBN :
1-58113-688-9
DOI :
10.1145/775832.775958