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Realization theory for LPV state-space representations with affine dependence

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Abstract

We present a Kalman-style realization theory for linear parameter-varying state-space representations whose matrices depend on the scheduling variables in an affine way (abbreviated as LPV-SSA). We show that minimality of LPV-SSAs is equivalent to observability and span-reachability rank conditions, and that minimal LPV-SSAs of the same input-output map are isomorphic. We present necessary and sufficient conditions for existence of an LPV-SSA in terms of the rank of a Hankel-matrix and a Ho-Kalman-like realization algorithm.

Original languageEnglish
Article number7745910
Pages (from-to)4667-4674
Number of pages8
JournalIEEE Transactions on Automatic Control
Volume62
Issue number9
DOIs
Publication statusPublished - 1 Sept 2017

Keywords

  • hankel-matrix
  • Linear-parameter varying systems
  • minimality
  • realization theory

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