Genin, Yves
[UCL]
Vandendorpe, Antoine
In this paper, the generality of the particular model reduction method, known as the projection of state space realization, is investigated. Given two transfer functions, one wants to find the necessary and sufficient conditions for the embedding of a state-space realization of the transfer function of smaller McMillan degree into a state-space realization of the transfer function of larger McMillan degree. Two approaches are considered, both in the MIMO case. First, when the difference of the McMillan degree between the transfer functions is equal to one and there is no common pole, necessary and sufficient conditions are provided. Then, the generic case is considered using a pencil approach. Finally, it is shown that the condition of embedding is related to the eigen structure of a pencil that appears in the framework of tangential interpolation.
- Antoulas AC (2005) Approximation of large-scale dynamical systems. Society for Industrial and Applied Mathematics (SIAM). Philadelphia, xxvi, 479 p
- Antoulas AC, Anderson BDO (1989) On the problem of stable rational interpolation. Linear Algebra Appl 122/123/124:301–329
- Chahlaoui Y, Gallivan K, Van Dooren P (2004) The H ∞ norm calculation for large sparse systems. In: Proceedings of 16th symposium on the mathematical theory of networks and systems, Katholieke Universiteit Leuven, Belgium
- Freund RW (2000) Krylov-subspace methods for reduced-order modeling in circuit simulation. J Comput Appl Math 123(1–2):395–421
- Gallivan K, Grimme E, Van Dooren P (1994) Asymptotic waveform evaluation via a Lanczos method. Appl Math Lett 7(5):75–80
- Gallivan K, Vandendorpe A, Van Dooren P (2003) Model reduction via truncation: an interpolation point of view. Linear Algebra Appl 375:115–134
- Gallivan K, Vandendorpe A., Van Dooren P (2004) Model reduction of MIMO systems via tangential interpolation. SIAM J Matrix Anal Appl 26(2):328–349
- Gantmacher FR (1959) Theory of matrices, vol 2. Chelsea Publishing Company, Chelsea, New York
- Glover KD (1984) All optimal Hankel-norm approximation of linear multivariable systems and their L ∞-error bounds. Int J Control 39(6):1115–1193
- Grimme EJ (1997) Krylov projection methods for model reduction. PhD thesis, Department of Electrical Engineering, University of Illinois at Urbana-Champaign
- Grimme EJ, Sorensen DC, Van Dooren P (1996) Model reduction of state space systems via an implicitly restarted Lanczos method. Numer Algorithms 12(1–2):1–31
- Gugercin S, Antoulas AC (2004) A survey of model reduction by balanced truncation and some new results. Int J Control 77(8):748–766
- Halevi Y (2002) On model order reduction via projection. In: 15th IFAC World Congress on automatic control, July 2002, pp 6
- Halevi Y (2004) Can any reduced-order model be obtained by projection? In: American control conference. Boston, MA, pp 113–118
- Jaimoukha I, Kasenally E (1997) Implicitly restarted Krylov subspace methods for stable partial realizations. SIAM J Matrix Anal Appl 18(3):633–652
- Kågström B, Van Dooren P (1992) A generalized state-space approach for the additive decomposition of a transfer matrix. J Numer Linear Algebra Appl 1(2):165–181
- Kailath T (1980) Linear systems. Information and System Sciences. Prentice-Hall, Englewood Cliffs
- Loiseau JJ, Mondié S, Zaballa I, Zagalak P (1998) Assigning the Kronecker invariants of a matrix pencil by row or column completions. Linear Algebra Appl 278(1–3):327–336
- Marques de Sá E (1979) Imbedding conditions for λ-matrices. Linear Algebra Appl 24:33–50
- Obinata G, Anderson BDO (2001) Model reduction for control system design. In: Communications and control engineering series. Springer, London
- Rosenbrock HH (1970) State-space and multivariable theory. John Wiley & Sons, [Wiley Interscience Division], New York
- Sorensen DC, Antoulas AC (2002) The Sylvester equation and approximate balanced reduction. Linear Algebra Appl 351–352:671–700
- Thompson RC (1979) Interlacing inequalities for invariant factors. Linear Algebra Appl 24:1–31
- Van Dooren P (1981) The generalized eigenstructure problem in linear system theory. IEEE Trans Autom Control 26:111–129
- Vandendorpe A (2004) Model reduction of linear systems, an interpolation point of view. PhD thesis, Université catholique de Louvain
- Vandendorpe A, Van Dooren P (2004) Projection of State-space realizations. In: Unsolved problems in mathematical systems and Control theory, vol. 2. Princeton University Press, Princeton, pp 58–64
- Vandendorpe A, Van Dooren P (2005) Model reduction via projection of generalized state space systems. In: IEEE Conference on decesion and control, Spain, pp 6557–6560
- Varga A., Enhanced modal approach for model reduction, 10.1080/13873959508837010
- Verhaegen MH, van Dooren P (1986) A reduced order observer for descriptor systems. Syst Control Lett 8:29–37
- Zhou K, Doyle JC, Glover K (1996) Robust and optimal control. Prentice-Hall, Inc, Upper Saddle River
Bibliographic reference |
Genin, Yves ; Vandendorpe, Antoine. On the embedding of state space realizations. In: Mathematics of Control, Signals and Systems, Vol. 19, no. 2, p. 123-149 (2007) |
Permanent URL |
http://hdl.handle.net/2078.1/37621 |