Title :
Model reduction of time-varying linear systems using approximate multipoint Krylov-subspace projectors
Author_Institution :
Cadence Design Syst. Inc., San Jose, CA, USA
Abstract :
A method is presented for model reduction of systems described by time varying differential algebraic equations. This method allows automated extraction of reduced models for nonlinear RF blocks, such as mixers and filters, that have a near linear signal path but may contain strongly nonlinear time varying components. The models have the accuracy of a transistor level nonlinear simulation, but are very compact and so can be used in system level simulation and design. The model reduction procedure is based on a multipoint rational approximation algorithm formed by orthogonal projection of the original time varying linear system into an approximate Krylov subspace. The models obtained from the approximate Krylov subspace projector can be obtained much more easily than the exact projectors but show negligible difference in accuracy.
Keywords :
circuit CAD; differential equations; linear systems; reduced order systems; time-varying systems; approximate Krylov subspace; approximate multipoint Krylov subspace projectors; automated extraction; filters; mixers; model reduction; model reduction procedure; multipoint rational approximation algorithm; near linear signal path; nonlinear RF blocks; nonlinear time varying components; orthogonal projection; reduced models; system level simulation; time varying differential algebraic equations; time varying linear system; time varying linear systems; transistor level nonlinear simulation; Context modeling; Electrical capacitance tomography; Filters; Linear approximation; Linear systems; Permission; RF signals; Radio frequency; Reduced order systems; Time varying systems;
Conference_Titel :
Computer-Aided Design, 1998. ICCAD 98. Digest of Technical Papers. 1998 IEEE/ACM International Conference on
Conference_Location :
San Jose, CA, USA
Print_ISBN :
1-58113-008-2
DOI :
10.1109/ICCAD.1998.144251