Detail publikačního výsledku

Dynamical System Identification with the Generalized Laguerre Functions

TŮMA, M.; JURA, P.

Originální název

Dynamical System Identification with the Generalized Laguerre Functions

Anglický název

Dynamical System Identification with the Generalized Laguerre Functions

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

This paper discusses the use of the Generalized Laguerre functions (GLF) in the linear time-invariant (LTI) dynamical system identification task. A short introduction of the GLF functions is provided, and an algorithm to identify the LTI dynamical system with the Laplace images of the GLF is described. In the given context, the authors introduce examples of the approximation of the LTI dynamical system with the GLF and the Simple Laguerre functions (SLF) in MATLAB. The advantages of using the GLF over the SLF are shown. The order reduction problem in high order approximated models is discussed.

Anglický abstrakt

This paper discusses the use of the Generalized Laguerre functions (GLF) in the linear time-invariant (LTI) dynamical system identification task. A short introduction of the GLF functions is provided, and an algorithm to identify the LTI dynamical system with the Laplace images of the GLF is described. In the given context, the authors introduce examples of the approximation of the LTI dynamical system with the GLF and the Simple Laguerre functions (SLF) in MATLAB. The advantages of using the GLF over the SLF are shown. The order reduction problem in high order approximated models is discussed.

Klíčová slova

generalized Laguerre function; LTI system; identification; modeling

Klíčová slova v angličtině

generalized Laguerre function; LTI system; identification; modeling

Autoři

TŮMA, M.; JURA, P.

Rok RIV

2016

Vydáno

08.10.2015

ISBN

978-1-4673-9282-2

Kniha

2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops

Strany od

220

Strany do

225

Strany počet

6

URL

https://ieeexplore.ieee.org/document/7382431

BibTex

@inproceedings{BUT117663,
  author="Martin {Tůma} and Pavel {Jura}",
  title="Dynamical System Identification with the Generalized Laguerre Functions",
  booktitle="2015 7th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops",
  year="2015",
  pages="220--225",
  doi="10.1109/ICUMT.2015.7382431",
  isbn="978-1-4673-9282-2",
  url="https://ieeexplore.ieee.org/document/7382431"
}