A bounded-error approach to piecewise affine system identification

This paper proposes a three-stage procedure for parametric identification of piecewise affine autoregressive exogenous (PWARX) models. The first stage simultaneously classifies the data points and estimates the number of submodels and the corresponding parameters by solving the partition into a mini...

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Veröffentlicht in:	IEEE transactions on automatic control 2005-10, Vol.50 (10), p.1567-1580
Hauptverfasser:	Bemporad, A., Garulli, A., Paoletti, S., Vicino, A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Bounded error Contracts Electronic components MIN PFS problem Neural networks Nonlinear dynamical systems nonlinear identification Parameter estimation Partitioning algorithms piecewise affine autoregressive exogenous models Region 3 State estimation Studies System identification Time series analysis
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