Cerone, Vito and Piga, Dario and Regruto, Diego
*SM identification of input-output LPV models with uncertain time-varying parameters.*
In:
Linear parameter-varying system identification: new developments and trends.
Advanced Series in Electrical and Computer Engineering
(14).
World Scientific, pp. 41-64.
ISBN 978-981-4355-44-5
(2012)

## Abstract

In this chapter, we consider the identification of single-input single-output linear-parameter-varying models when both the output and the time-varying parameter measurements are affected by bounded noise. First, the problem of computing exact parameter uncertainty intervals is formulated in terms of semialgebraic optimization. Then, a suitable relaxation tecnique is presented to compute parameter bounds by means of convex optimization. Advantages of the presented approach with respect to previously published results are discussed.

Item Type: | Book Section |
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Subjects: | Q Science > QA Mathematics > QA75 Electronic computers. Computer science |

Research Area: | Computer Science and Applications |

Depositing User: | Ms T. Iannizzi |

Date Deposited: | 12 Jan 2015 12:06 |

Last Modified: | 12 Jan 2015 12:06 |

URI: | http://eprints.imtlucca.it/id/eprint/2458 |

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