Subspace identification of multivariable linear parameter-varying systems (Q1614299)
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scientific article; zbMATH DE number 1797056
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Subspace identification of multivariable linear parameter-varying systems |
scientific article; zbMATH DE number 1797056 |
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Subspace identification of multivariable linear parameter-varying systems (English)
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5 September 2002
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A subspace identification method is discussed. It deals with multivariable linear parameter-varying state-space systems with affine parameter dependence. To overcome the problem of exponential increase in the number of rows of the data matrices, a selection procedure for reducing their numbers is proposed. An efficient selection algorithm is discussed that does not require the formation of the complete data matrices, but processes them row-by-row. In this way, one avoids the need of constructing the entire data matrix.
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system identification
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linear parameter-varying systems
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data matrix simplification
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subspace identification
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selection procedure
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