On Synthesis of Reduced Order Models

A framework for model reduction and synthesis is presented, which enables the re-use of reduced order models in circuit simulation. Two synthesis techniques are considered for obtaining the circuit representation (netlist) of the reduced model: (1) by means of realizing the reduced transfer function and (2) by unstamping the reduced system matrices. For both methods, advantages and limitations are discussed. Especially when model reduction exploits structure preservation, we show that using the model as a current-driven element is possible, and allows for synthesis without controlled sources. The presented framework serves as a basis for reduction of large parasitic R/RC/RCL networks.

[1]  Roxana Ionutiu,et al.  Passivity-Preserving Model Reduction Using Dominant Spectral-Zero Interpolation , 2008, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

[2]  Eric James Grimme,et al.  Krylov Projection Methods for Model Reduction , 1997 .

[3]  O. Brune Synthesis of a finite two-terminal network whose driving-point impedance is a prescribed function of frequency , 1931 .

[4]  Joost Rommes,et al.  Methods for eigenvalue problems with applications in model order reduction , 2007 .

[5]  Thomas Kailath,et al.  Linear Systems , 1980 .

[6]  Peter Benner,et al.  Advances in Balancing-Related Model Reduction for Circuit Simulation , 2010 .

[7]  PJ Pieter Heres,et al.  Robust and Efficient Krylov Subspace Methods for Model Order Reduction , 2005 .

[8]  Athanasios C. Antoulas,et al.  Approximation of Large-Scale Dynamical Systems , 2005, Advances in Design and Control.

[9]  Timo Reis,et al.  Passivity‐preserving model reduction of differential‐algebraic equations in circuit simulation , 2007 .

[10]  Roland W. Freund SPRIM: structure-preserving reduced-order interconnect macromodeling , 2004, ICCAD 2004.

[11]  J. Phillips,et al.  Poor man's TBR: a simple model reduction scheme , 2005 .

[12]  P. Colantonio,et al.  An approach to harmonic load- and source-pull measurements for high-efficiency PA design , 2004, IEEE Transactions on Microwave Theory and Techniques.

[13]  Sheldon X.-D. Tan,et al.  Advanced Model Order Reduction Techniques in VLSI Design , 2007 .

[14]  Peter Benner,et al.  Dimension Reduction of Large-Scale Systems , 2005 .

[15]  Fan Yang,et al.  RLC equivalent circuit synthesis method for structure-preserved reduced-order model of interconnect in VLSI , 2008 .

[16]  J. Roos,et al.  Comparison of reduced-order interconnect macromodels for time-domain simulation , 2004 .

[17]  Andrew T. Yang,et al.  Preservation of passivity during RLC network reduction via split congruence transformations , 1998, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

[18]  Danny C. Sorensen,et al.  Passivity preserving model reduction via interpolation of spectral zeros , 2003, 2003 European Control Conference (ECC).

[19]  E. A. S Guillemin,et al.  Synthesis of Passive Networks , 1957 .

[20]  Athanasios C. Antoulas,et al.  A new result on passivity preserving model reduction , 2005, Syst. Control. Lett..

[21]  Lawrence T. Pileggi,et al.  PRIMA: passive reduced-order interconnect macromodeling algorithm , 1997, ICCAD 1997.

[22]  Zhaojun Bai,et al.  A Unified Krylov Projection Framework for Structure-Preserving Model Reduction , 2008 .

[23]  Luís Miguel Silveira,et al.  Guaranteed passive balancing transformations for model order reduction , 2003, IEEE Trans. Comput. Aided Des. Integr. Circuits Syst..

[24]  Timo Reis,et al.  Circuit synthesis of passive descriptor systems—a modified nodal approach , 2010 .

[25]  Andreas Bartel,et al.  Scientific Computing in Electrical Engineering , 2001 .

[26]  Richard James Duffin,et al.  Impedance Synthesis without Use of Transformers , 1949 .