文章基本信息

标题：An Algorithm for System Identification of a Discrete-Time Polynomial System without Inputs * .
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作者：Jana Némcová ; Mihály Petreczky ; Jan H. van Schuppen 等
期刊名称：IFAC PapersOnLine
印刷版ISSN：2405-8963
出版年度：2015
卷号：48
期号：28
页码：166-171
DOI：10.1016/j.ifacol.2015.12.119
语种：English
出版社：Elsevier
摘要：AbstractA subalgebraic approximation algorithm is proposed to estimate from a set of time series the parameters of the observer representation of a discrete-time polynomial system without inputs which can generate an approximation of the observed time series. A major step of the algorithm is to construct a set of generators for the polynomial function from the past outputs to the future outputs. For this singular value decompositions and polynomial factorizations are used. A detailed example is described.
关键词：KeywordsSystem identificationalgorithmsnonlinear systemsalgebraic systems theory