STATE-SPACE MODEL IDENTIFICATION USING INPUT AND OUTPUT DATA WITH STEADY STATE VALUES

M. Kosaka∗ and H. Uda∗

References

  1. [1] L. Ljung, System Identification: Theory for the User (USA: Prentice-Hall, 1987).
  2. [2] M. Kosaka, K. Koizumi, & H. Shibata, An identification method for a reduced model with zeroing 0 ∼ N-tuple integral values of output error, Transactions of the Society of Instrument and Control Engineers, 36(4), 2000, 319–327.
  3. [3] B. De Moor, M. Moonen, L. Vandenberghe, & J. Vandewalle, Identification of linear state space models with SVD using canonical correlation analysis, in E. Deprettere (Ed.) Singular value decomposition and signal processing, Elseviers Science Publishers B.V., North Holland, 1988, 161–169.
  4. [4] M. Moonen, B. De Moor, L. Vandenberghe, & J. Vandewalle, Onand off-line identification of linear state-space models, International Journal of Control, 49 (1), 1989, 219–232.
  5. [5] P. Van Overschee & B. De Moor, Subspace Identification for Linear Systems (Kluwer Academic, 1996).
  6. [6] A.J. Van der Veen, E.F. Deprettere, & A. Swindlehurst, Subspace-based signal analysis using singular value decomposition, Proc. IEEE, 81(9), 1993, 1277–1308.
  7. [7] M. Verhaegen & P. Dewilde, Subspace model identification, part 1 & 2, International Journal of Control, 56(5), 1992, 1187– 1210, 1211–1241, part 3, International Journal of Control, 58(3), 1993, 555–586.
  8. [8] M. Viberg, Subspace-based methods for identification of linear time-invariant systems, Automatica, 31(12), 1995, 1835–1851.
  9. [9] L. Ljung, System Identification Toolbox (USA: The MathWorks, Inc., 1997).
  10. [10] H.P. Zeiger & A.J. McEwen, Approximate linear realization of given dimension via Ho’s algorithm, IEEE Transactions on Automatic Control, AC-19-2, 1974, 153.
  11. [11] Z. Zang, R.R. Bitmead, & M. Gevers, Iterative weighted least-squares identification and weighted LQG control design, Automatica, 31(11), 1995, 1577–1594.
  12. [12] T. Söderström & P. Stoica, System Identification (USA: Prentice-Hall, 1989).

Important Links:

Go Back