Sampling in Parametric and Nonparametric System Identification: Aliasing, Input Conditions, and Consistency

The sampling rate of input and output signals is known to play a critical role in the identification and control of dynamical systems. For slow-sampled continuous-time systems that do not satisfy the Nyquist-Shannon sampling condition for perfect signal reconstructability, careful consideration is r...

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Veröffentlicht in:	IEEE control systems letters 2024, Vol.8, p.2415-2420
Hauptverfasser:	Gonzalez, Rodrigo A., van Haren, Max, Oomen, Tom, Rojas, Cristian R.
Format:	Artikel
Sprache:	eng
Schlagworte:	Frequency estimation Frequency response frequency response function Frequency-domain analysis Frequency-domain system identification Matrix decomposition Polynomials Sufficient conditions System identification Time-domain analysis undersampled systems Vectors White noise
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