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Asymptotology
About: Asymptotology is a research topic. Over the lifetime, 1319 publications have been published within this topic receiving 35831 citations.
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01 May 2017TL;DR: In this article, an asymptotically globally convergent Box-Jenkins model estimation algorithm is proposed for black-box model identification and an error-in-variables model identification using over-sampling scheme.
Abstract: The so-called asymptotic theory of Ljung (1985) gives an error description of identified black-box model in the frequency domain. Based on the theory the asymptotic method of identification has been developed and applied successively in industrial MPC control and PID tuning. In this work, new results that extend the asymptotic theory and method will be presented: (1) an asymptotically globally convergent Box-Jenkins model estimation algorithm; (2) errors-in-variables model identification; and (3) accurate model identification using over-sampling scheme.
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3 citations