Multimodel Approach to Robust Identification of Multiple-Input Single-Output Nonlinear Time-Delay Systems

The robust multimodel solution for multiple-input single-output nonlinear time-delay systems identification with polluted outputs is derived in this article. First, all the local autoregressive exogenous models are preidentified at the working points; then, the global system model is built by interp...

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Bibliographic Details
Published in:	IEEE transactions on industrial informatics Vol. 16; no. 4; pp. 2413 - 2422
Main Authors:	Yang, Xianqiang, Liu, Xin, Li, Zhan
Format:	Journal Article
Language:	English
Published:	Piscataway IEEE 01.04.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Autoregressive models Conditional probability Data models Delays Expectation–maximization algorithm Fermentation Informatics input time-delays and outliers Laplace distribution Mathematical model MISO (control systems) MISO communication multiple-input single-output (MISO) nonlinear systems Nonlinear systems Outliers (statistics) Parameter estimation robust multimodel approach Robustness (mathematics) Time delay systems
ISSN:	1551-3203, 1941-0050
Online Access:	Get full text
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