[go: up one dir, main page]
More Web Proxy on the site http://driver.im/ skip to main content
10.5555/1950815.1950824acmconferencesArticle/Chapter ViewAbstractPublication PagesaspdacConference Proceedingsconference-collections
research-article

A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts

Published: 25 January 2011 Publication History

Abstract

Passivity-preserving model order reduction (MOR) of descriptor systems (DSs) is highly desired in the simulation of VLSI interconnects and on-chip passives. One popular method is PRIMA, a Krylov-subspace projection approach which preserves the passivity of positive semidefinite (PSD) structured DSs. However, system passivity is not guaranteed by PRIMA when the system is indefinite. Furthermore, the possible polynomial parts of singular systems are normally not captured. For indefinite DSs, positive-real balanced truncation (PRBT) can generate passive reduced-order models (ROMs), whose main bottleneck lies in solving the dual expensive generalized algebraic Riccati equations (GAREs). This paper presents a novel moment-matching MOR for indefinite DSs, which preserves both the system passivity and, if present, also the improper polynomial part. This method only requires solving one GARE, therefore it is cheaper than existing PRBT schemes. On the other hand, the proposed algorithm is capable of preserving the passivity of indefinite DSs, which is not guaranteed by traditional moment-matching MORs. Examples are finally presented showing that our method is superior to PRIMA in terms of accuracy.

References

[1]
P. Feldmann and R. W. Freund, "Reduced-order modeling of large linear subcircuits via a block Lanczos algorithms," in Proc. Design Automation Conference, 1995, pp. 474--479.
[2]
A. Odabasioglu, M. Celik, and L. Pileggi, "PRIMA: passive and reduced-order interconnect macromodeling algorithm," IEEE Trans. Computer-Aided Design, vol. 17, no. 8, pp. 645--654, Aug 1998.
[3]
K. J. Kerns, I. L. Wemple, and A. T. Yang, "Stable and efficient reduction of substrate model networks using congruence transforms," in Proc. Intl. Conf. Computer-Aided Design. San Jose, CA, Nov 1995, pp. 207--214.
[4]
J. R. Phillips, L. Daniel, and L. M. Silveira, "Guaranteed passive balancing transformations for model order reduction," IEEE Trans. Computer-Aided Design, vol. 22, no. 8, pp. 1--15, Aug 2003.
[5]
T. Reis and T. Stykel, "Passivity-preserving balanced truncation for electrical circuits," 2008, available at http://www.math.tu-berlin.de/stykel/.
[6]
T. Stykel, "Balancing-related model reduction of circuit equations using their toplogical structure," May 2009, available at http://www.math.tuberlin.de/~stykel/.
[7]
R. März, "Canonical projectors for linear differential algebraic equations," Computers Math. Applic., vol. 31, no. 4, pp. 121--135, Feb 1995.
[8]
N. Wong, "An efficient passivity test for descriptor systems via canonical projector techniques," in Proc. Design Automation Conf. San Fransisco, CA, Jul 2009, pp. 957--962.
[9]
N. Wong and V. Balakrishnan, "Fast positive-real balanced truncation via quadratic alternating direction implicit iteration," IEEE Trans. Computer-Aided Design, vol. 26, no. 9, pp. 1725--1731, Sept 2007.
[10]
R. Byers and P. Benner, "A structure-preserving method for generalized algebraic Riccati equations based on pencil arithmetic," in Proc. Euro. Control Conf. Cambridge, UK, Sep 2003.
[11]
N. Wong, "Efficient positive-real balanced truncation of symmetric systems via cross Riccati equations," IEEE Trans. Computer-Aided Design, vol. 27, no. 3, pp. 470--480, Mar 2008.
[12]
S. Chan and K. L. Shepard, "Practical considerations in RLCK crosstalk analysis for digital integrated circuits," in Proc. Intl. Conf. Computer-Aided Design. San Jose, CA, Nov 2001, pp. 598--604.
[13]
B. Bond and L. Daniel, "Guaranteed stable projection-based model reduction for indefinite and unstable linear systems," in Proc. Intl. Conf. Computer-Aided Design. San Jose, CA, Nov 2008, pp. 728--735.
[14]
B. Bond and L. Daniel, "Stable reduced models for nonlinear descriptor systems through piecewise-linear approximation and projection," IEEE Trans. Computer-Aided Design, vol. 28, no. 10, pp. 1467--1480, Oct 2009.
[15]
N. Marques, M. Kamon, L. Silveira, and J. White, "Generating compact, guaranteed passive reduced-order models of 3-D RLC interconnects," IEEE Trans. Adv. Packag., vol. 27, no. 4, pp. 569--580, Nov 2004.
[16]
D. Ioan and G. Ciuprina, "Reduced order models of on-chip passive components and interconnects, workbench and test structures," in Model Order Reduction: Theory, Research Aspects and Applications. Springer, Berlin Heidelberg, Aug 2008, pp. 447--467.
[17]
B. N. Bond and L. Daniel, "A piecewise-linear moment-matching approach to parameterized model-order reduction for highly nonlinear systems," IEEE Trans. Computer-Aided Design, vol. 26, no. 12, pp. 2116--2129, Dec 2007.
[18]
N. Dong and J. Roychowdhury, "General-purpose nonlinear model order reduction based on piecewise polynomial representations," IEEE Trans. Computer-Aided Design, vol. 27, no. 2, pp. 249--261, Feb 2008.
[19]
R. W. Freund and F. Jarre, "An extension of positive real lemma to descriptor systems," Optimization Methods and Software, vol. 19, no. 1, pp. 69--87, Feb 2004.
[20]
T. Stykel, "Low-rank iterative methods for projected generalized Lyapunov equations," Electron. Trans. Numer. Anal., vol. 30, pp. 187--202, 2008.
[21]
Z. Zhang and N. Wong, "An efficient projector-based passivity test for descriptor systems," IEEE Trans. Computer-Aided Design, vol. 29, no. 8, pp. 1202--1214, Aug 2010.
[22]
Z. Zhang and N. Wong, "Passivity test of immittance descriptor systems based on generalized Hamiltonian methods," IEEE Trans. Circuits Syst. II: Express Briefs, vol. 57, no. 1, pp. 61--65, Jan 2010.
[23]
Z. Zhang, C. U. Lei, and N. Wong, "GHM: a generalized Hamiltonian method for passivity test of impedance/admittance descriptor systems," in Proc. Intl. Conf. Comput.-Aided Design. San Jose, CA, Nov 2009, pp. 767--773.

Cited By

View all
  • (2015)An efficient algorithm for frequency-weighted balanced truncation of VLSI interconnects in descriptor formProceedings of the 52nd Annual Design Automation Conference10.1145/2744769.2744770(1-6)Online publication date: 7-Jun-2015

Index Terms

  1. A moment-matching scheme for the passivity-preserving model order reduction of indefinite descriptor systems with possible polynomial parts

        Recommendations

        Comments

        Please enable JavaScript to view thecomments powered by Disqus.

        Information & Contributors

        Information

        Published In

        cover image ACM Conferences
        ASPDAC '11: Proceedings of the 16th Asia and South Pacific Design Automation Conference
        January 2011
        841 pages
        ISBN:9781424475162

        Sponsors

        Publisher

        IEEE Press

        Publication History

        Published: 25 January 2011

        Check for updates

        Qualifiers

        • Research-article

        Conference

        ASPDAC '11
        Sponsor:

        Acceptance Rates

        Overall Acceptance Rate 466 of 1,454 submissions, 32%

        Upcoming Conference

        ASPDAC '25

        Contributors

        Other Metrics

        Bibliometrics & Citations

        Bibliometrics

        Article Metrics

        • Downloads (Last 12 months)0
        • Downloads (Last 6 weeks)0
        Reflects downloads up to 30 Dec 2024

        Other Metrics

        Citations

        Cited By

        View all
        • (2015)An efficient algorithm for frequency-weighted balanced truncation of VLSI interconnects in descriptor formProceedings of the 52nd Annual Design Automation Conference10.1145/2744769.2744770(1-6)Online publication date: 7-Jun-2015

        View Options

        Login options

        View options

        PDF

        View or Download as a PDF file.

        PDF

        eReader

        View online with eReader.

        eReader

        Media

        Figures

        Other

        Tables

        Share

        Share

        Share this Publication link

        Share on social media