Frequency domain identification of continuous-time output error models. I: Uniformly sampled data and frequency function approximation

DOI10.1016/j.automatica.2009.10.004zbMath1214.93113OpenAlexW2115745898WikidataQ59591850 ScholiaQ59591850MaRDI QIDQ985258

Jonas Gillberg, Lennart Ljung

Publication date: 20 July 2010

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2009.10.004

zbMATH Keywords

parameter estimationcontinuous-time systemscontinuous-time output-error models

Mathematics Subject Classification ID

Frequency-response methods in control theory (93C80) Sampled-data control/observation systems (93C57) Identification in stochastic control theory (93E12)

Related Items (10)

System identification through Lipschitz regularized deep neural networks ⋮ The existence and uniqueness of solutions for kernel-based system identification ⋮ Automated multi-objective system identification using grammar-based genetic programming ⋮ Physics-informed learning under epistemic uncertainty with an application to system health modeling ⋮ Frequency domain identification of continuous-time output-error models with time-delay from relay feedback tests ⋮ Direct continuous-time approaches to system identification. Overview and benefits for practical applications ⋮ Frequency domain identification of continuous-time output error models. II: Non-uniformly sampled data and B-spline output approximation ⋮ Computationally efficient identification of continuous-time Lur'e-type systems with stability guarantees ⋮ Variational system identification for nonlinear state-space models ⋮ Cepstral identification of autoregressive systems

Uses Software

• Matlab
• System Identification Toolbox

Cites Work

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• Continuous-time approaches to system identification - a survey
• Zeros of sampled systems
• Frequency domain identification of continuous-time output error models. II: Non-uniformly sampled data and B-spline output approximation
• Limit results for sampled systems
• Parametric identification of transfer functions in the frequency domain-a survey
• Frequency domain system identification with missing data
• Sampling zeros and the Euler-Frobenius polynomials

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