Impulse Response Functions for Nonlinear, Nonstationary, and Heterogeneous Systems, Estimated by Deconvolution and Demixing of Noisy Time Series

Impulse response functions (IRFs) are useful for characterizing systems’ dynamic behavior and gaining insight into their underlying processes, based on sensor data streams of their inputs and outputs. However, current IRF estimation methods typically require restrictive assumptions that are rarely m...

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發表在:	Sensors
主要作者:	James W. Kirchner
格式:	Article
語言:	英语
出版:	MDPI AG 2022-04-01
主題:	impulse response function deconvolution system identification ARMA noise nonlinear deconvolution robust estimation
在線閱讀:	https://www.mdpi.com/1424-8220/22/9/3291