Publication result detail

Dynamic system identification by using subspace based methods and its comparison with classical input-otput approach

DOKOUPIL, J.

Original Title

Dynamic system identification by using subspace based methods and its comparison with classical input-otput approach

English Title

Dynamic system identification by using subspace based methods and its comparison with classical input-otput approach

Type

Paper in proceedings (conference paper)

Original Abstract

The thematic part of this article aims to compare the classic I/0 (Input-Output) approach and advanced subspace methods of dynamic system identification. Individual methods are compared in simulation with 8bits and 12bits digital-to-analog (D/A) and analog-to-digital (A/D) converters for various sampling periods.

English abstract

The thematic part of this article aims to compare the classic I/0 (Input-Output) approach and advanced subspace methods of dynamic system identification. Individual methods are compared in simulation with 8bits and 12bits digital-to-analog (D/A) and analog-to-digital (A/D) converters for various sampling periods.

Keywords

subspace based methods, Gauss-Newton method, linear least squares method, singular value decomposition

Key words in English

subspace based methods, Gauss-Newton method, linear least squares method, singular value decomposition

Authors

DOKOUPIL, J.

RIV year

2011

Released

29.04.2010

Publisher

NOVPRESS s.r.o

Location

nám. Republiky 15 614 00 Brno

ISBN

978-80-214-4080-7

Book

Proceedings of the 16th conference STUDENT EEICT 2010

Edition

5

Pages from

22

Pages to

26

Pages count

6

BibTex

@inproceedings{BUT35843,
  author="Jakub {Dokoupil}",
  title="Dynamic system identification by using subspace based methods and its comparison with classical input-otput approach",
  booktitle="Proceedings of the 16th conference STUDENT EEICT 2010",
  year="2010",
  series="5",
  number="1",
  pages="22--26",
  publisher="NOVPRESS s.r.o",
  address="nám. Republiky 15
614 00 Brno",
  isbn="978-80-214-4080-7"
}