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An addendum to continuous-time dynamic system identification with multisine random excitations - From frequency response to transfer function

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Citations (Scopus)

Abstract

In this paper an approximation algorithm allowing to calculate parameters of rational and fractional continuous-time transfer functions as well as transfer functions being their series connections with delay from the identified frequency response is proposed. Parameters of the mentioned transfer functions are obtained by an optimisation algorithm utilizing ideas of randomized search. The presented discussion is illustrated by simulation experiments devoted to calculating parameters of rational, rational with delay and fractional with delay transfer function approximations. The corresponding frequency responses are identified using an approach in which as an excitation are used realisations of continuous-time multisine random processes.

Original languageEnglish
Title of host publication2017 22nd International Conference on Methods and Models in Automation and Robotics, MMAR 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages331-336
Number of pages6
ISBN (Electronic)9781538624029
DOIs
Publication statusPublished - 19 Sept 2017
Event22nd International Conference on Methods and Models in Automation and Robotics, MMAR 2017 - Miedzyzdroje, Poland
Duration: 28 Aug 2017 → 31 Aug 2017

Publication series

Name2017 22nd International Conference on Methods and Models in Automation and Robotics, MMAR 2017

Conference

Conference22nd International Conference on Methods and Models in Automation and Robotics, MMAR 2017
Country/TerritoryPoland
CityMiedzyzdroje
Period28/08/17 → 31/08/17

ASJC Scopus subject areas

  • Artificial Intelligence
  • Control and Optimization
  • Modeling and Simulation

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