2009, English, Article edition: Subspace method for continuous-time fractional system identification Thomassin, Magalie; Malti, Rachid

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Physical Description
  • text
Published
  • HAL - CCSD
  • 2009
Language
  • English

Edition details

Title
  • Subspace method for continuous-time fractional system identification
Author
  • Thomassin, Magalie
  • Malti, Rachid
Published
  • HAL - CCSD
  • 2009
Physical Description
  • text
Subjects
Notes
  • The aim of this paper is to develop a subspace method for state-space identification of continuous-time systems using fractional commensurate models. As compared to the classical state-space representation, the commensurate differentiation order must be estimated besides the state-space matrices. The latter are estimated with conventional subspace-based techniques using QR and singular value decompositions, whereas the commensurate order is estimated using nonlinear programming. This is the first method developed for multi-input multi-output system identification of fractional models. The performances are demonstrated by simulations at various signal-to-noise ratios assuming a known then an unknown commensurate order.
  • HAL:hal-00383811, version 1
  • HAL:http:/​/​hal.archives-ouvertes.fr/​hal-00383811/​en/​
Language
  • English
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