Research of Wiener Type System Nonparametric Models

Описание

Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций

Конференция: APPLIED METHODS OF STATISTICAL ANALYSIS. NONPARAMETRIC APPROACH; Novosibirsk; Novosibirsk

Год издания: 2015

Аннотация: The task of nonlinear dynamical systems of Wiener type identi cation is considered in this thesis. The linear dynamical element of the system is in nonparametric uncertainty conditions. The type of nonlinearity is assumed to be known with the set of vector of parameters. The systems with a quard and link saturation nonlinearity areПоказать полностьюconsidered. The proposed method of dynamic objects modeling is based on the nonparametric estimation of linear and non-linear parts of the system. Presented algorithm allows to design the models, that describes the system with su-cient accuracy.

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Издание

Журнал: APPLIED METHODS OF STATISTICAL ANALYSIS. NONPARAMETRIC APPROACH

Номера страниц: 424-432

Издатель: Новосибирский государственный технический университет

Персоны

  • Koplyarova N. (Siberian Federal University)
  • Medvedev A. (Siberian State Aerospace University)

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