Recursive identification methods for general stochastic systems with colored noises by using the hierarchical identification principle and the filtering identification idea

Annual Reviews in Control, Год журнала: 2024, Номер 57, С. 100942 - 100942

Опубликована: Янв. 1, 2024

Язык: Английский

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Filtered generalized iterative parameter identification for equation‐error autoregressive models based on the filtering identification idea

International Journal of Adaptive Control and Signal Processing, Год журнала: 2024, Номер 38(4), С. 1363 - 1385

Опубликована: Янв. 28, 2024

Summary By using the collected batch data and iterative search, based on filtering identification idea, this article investigates proposes a filtered multi‐innovation generalized projection‐based method, gradient‐based least squares‐based method for equation‐error autoregressive systems described by models. These methods can be extended to other linear nonlinear scalar multivariable stochastic with colored noises.

Язык: Английский

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Novel parameter estimation method for the systems with colored noises by using the filtering identification idea

Systems & Control Letters, Год журнала: 2024, Номер 186, С. 105774 - 105774

Опубликована: Март 14, 2024

Язык: Английский

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Adaptive Multi-Innovation Gradient Identification Algorithms for a Controlled Autoregressive Autoregressive Moving Average Model

Circuits Systems and Signal Processing, Год журнала: 2024, Номер 43(6), С. 3718 - 3747

Опубликована: Март 13, 2024

Язык: Английский

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Joint iterative state and parameter estimation for bilinear systems with autoregressive noises via the data filtering

ISA Transactions, Год журнала: 2024, Номер 147, С. 337 - 349

Опубликована: Фев. 3, 2024

Язык: Английский

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Highly-efficient filtered hierarchical identification algorithms for multiple-input multiple-output systems with colored noises

Systems & Control Letters, Год журнала: 2024, Номер 186, С. 105762 - 105762

Опубликована: Март 14, 2024

Язык: Английский

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A novel recursive multivariate nonlinear time-series modeling method by using the coupling identification concept

Applied Mathematical Modelling, Год журнала: 2023, Номер 127, С. 571 - 587

Опубликована: Дек. 7, 2023

Язык: Английский

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Online identification methods for a class of Hammerstein nonlinear systems using the adaptive particle filtering

Chaos Solitons & Fractals, Год журнала: 2024, Номер 186, С. 115181 - 115181

Опубликована: Июль 1, 2024

Язык: Английский

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Online identification of Hammerstein systems with B‐spline networks

International Journal of Adaptive Control and Signal Processing, Год журнала: 2024, Номер 38(6), С. 2074 - 2092

Опубликована: Март 27, 2024

Summary Nonlinear systems widely exist in real‐word applications and the research for these has enjoyed a long fruitful history, including system identification community. However, modeling nonlinear is often quite challenging still remains many unresolved questions. This article considers online issue of Hammerstein systems, whose static function modeled by B‐spline network. First, model studied constructed using bilinear parameter decomposition model. Second, recursive algorithms are proposed to find estimates moving data window particle swarm optimization procedure, show that converge their true values with low computational burden. Numerical examples also given test effectiveness algorithms.

Язык: Английский

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Parameter Estimation and Model-free Multi-innovation Adaptive Control Algorithms

International Journal of Control Automation and Systems, Год журнала: 2024, Номер 22(11), С. 3509 - 3524

Опубликована: Ноя. 1, 2024

Язык: Английский

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