Frequency-domain subspace ıdentification of linear time periodic (LTP) systems

Date

2019

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Source Title

IEEE Transactions on Automatic Control

Print ISSN

0018-9286

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Institute of Electrical and Electronics Engineers

Volume

64

Issue

6

Pages

2529 - 2536

Language

English

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Abstract

This note proposes a new methodology for subspace-based state-space identification for linear time-periodic (LTP) systems. Since LTP systems can be lifted to equivalent linear time-invariant (LTI) systems, we first lift input-output data from the unknown LTP system as if it was collected from an equivalent LTI system. Then, we use frequency-domain subspace identification methods to find an LTI system estimate. Subsequently, we propose a novel method to obtain a time-periodic realization for the estimated lifted LTI system by exploiting the specific parametric structure of Fourier series coefficients of the frequency-domain lifting method. Our method can be used to both obtain state-space estimates for unknown LTP systems as well as to obtain Floquet transforms for known LTP systems. IEEE

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