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 language | English |
|---|---|
| Article number | 7745910 |
| Pages (from-to) | 4667-4674 |
| Number of pages | 8 |
| Journal | IEEE Transactions on Automatic Control |
| Volume | 62 |
| Issue number | 9 |
| DOIs | |
| Publication status | Published - 1 Sept 2017 |
Keywords
- hankel-matrix
- Linear-parameter varying systems
- minimality
- realization theory
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