Identification of switched autoregressive exogenous systems from large noisy datasets

Summary The article introduces novel methodologies for the identification of coefficients of switching autoregressive moving average with exogenous input systems and switched autoregressive exogenous linear models. We consider cases where system's outputs are contaminated by possibly large valu...

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Veröffentlicht in:	International journal of robust and nonlinear control 2020-10, Vol.30 (15), p.5777-5801
Hauptverfasser:	Hojjatinia, Sarah, Lagoa, Constantino M., Dabbene, Fabrizio
Format:	Artikel
Sprache:	eng
Schlagworte:	ARMAX ARX Autoregressive models Autoregressive moving average Data collection identification Noise Noise measurement noisy data Optimization Parameter identification Polynomials switched systems
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