Publication 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

Type

conference paper

Language

English

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.

Keywords

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

Authors

DOKOUPIL, J.

RIV year

2010

Released

29. 4. 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

Edition number

1

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"
}