“Identification of Vibration Parameters in a Spacecraft using Nonparametric and Parametric Methods”

Authors: Aage Skullestad,
Affiliation: Buskerud University College
Reference: 1996, Vol 17, No 4, pp. 231-259.

Keywords: Parameter identification, spectral estimation, linear systems, spacecraft

Abstract: This article describes identification of vibration frequencies in a spacecraft. A mathematical model of a simple spacecraft is built in MATLAG code, and after a theoretical overview, this spacecraft model is simulated, using a torque excitation, to generate time series measurements. These measurements are subsequently used in the identification experiments. Parametric methods, here represented by AR, ARX, ARMA and ARMAX, are the main concern, but nonparametric methods are also discussed. '.

PDF PDF (3763 Kb)        DOI: 10.4173/mic.1996.4.1

References:
[1] BØE, S. (1991). Lecture notes in signal analysis, IN 357, University of Oslo.
[2] EGELAND, O., KANESTRØM, R., OMA, P. N. (1991). Modellering og simulering av fleksible romfartøyer (In Norwegian), Technical Report no. 91-113, Norwegian Institute of Technology (NTH).
[3] GOLUB, C.H., VAN LOAN, C.F. (1989). Matrix Computations, Johns Hopkins University Press.
[4] HALLINGSTAD, O. (1976). Maximum likelihood identifikasjon av parametre i ulineære tilstandrommodeller, PhD Thesis, Norwegian Institute of Technology (NTH). IRGENS, F. (1990). Dynamikk. (Tapir, Norway).
[5] JOHANSSON, R. (1993). System Modeling and Identification, Prentice Hall, New York.
[6] JOSHI S.M. (1989). Control of Large Flexible Space Structures, Springer-Verlag, New York doi:10.1007/BFb0042076
[7] KAY, S. M. (1988). Modern Spectral Estimation, Prentice Hall, New York.
[8] DE LAFONTAINE, J. (1990). Flexible Mode Dynamic Equations, part A and B, Hand written memorandum.
[9] LANDAU, I.D. (1990). System Identification and Control Design, Prentice Hall, New York.
[10] LJUNG, L. (1987). System Identification, Theory for the User, Prentice Hall, New York.
[11] LJUNG, L. SÖDERSTRÖM, T. (1983). Theory and Practice of Recursive Identification, The MIT Press.
[12] MARPLE, S.L. (1987). Digital Spectral Analysis with Applications, Prentice Hall, New York.
[13] RAO, S. (1990). Mechanical Vibrations, Addison Wesley.
[14] SKULLESTAD, A.A. (1995). Identification of Vibration Parameters in a Space Structure, PhD Thesis, University of Oslo.
[15] SÖDERSTRÖM, T. STOICA, P. (1989). System Identification, Prentice Hall, New York.
[16] THERRIEN, C.W. (1992). Discrete Random Signals and Statistical Signal Processing, Prentice Hall, New York.
[17] VIBERG, M. (1993). Hand written memorandum, .


BibTeX:
@article{MIC-1996-4-1,
  title={{Identification of Vibration Parameters in a Spacecraft using Nonparametric and Parametric Methods}},
  author={Skullestad, Aage},
  journal={Modeling, Identification and Control},
  volume={17},
  number={4},
  pages={231--259},
  year={1996},
  doi={10.4173/mic.1996.4.1},
  publisher={Norwegian Society of Automatic Control}
};