Detail publikačního výsledku

Simulation of simply cross correlated random fields by series expansion methods

VOŘECHOVSKÝ, M.

Originální název

Simulation of simply cross correlated random fields by series expansion methods

Anglický název

Simulation of simply cross correlated random fields by series expansion methods

Druh

Stať ve sborníku v databázi WoS či Scopus

Originální abstrakt

A practical framework for generation cross correlated fields with a specified marginal distribution function, an autocorrelation function and cross carrelation coefficients is presented in the paper. The approach relies on well known series expansion methods for simulation of a Gaussian random field. The proposed method requires all cross correlated fields over the domain to share an identical autocorrelation function and the cross correlation structure between each pair of simulated fields to be simply defined by a cross correlation coefficient.

Anglický abstrakt

A practical framework for generation cross correlated fields with a specified marginal distribution function, an autocorrelation function and cross carrelation coefficients is presented in the paper. The approach relies on well known series expansion methods for simulation of a Gaussian random field. The proposed method requires all cross correlated fields over the domain to share an identical autocorrelation function and the cross correlation structure between each pair of simulated fields to be simply defined by a cross correlation coefficient.

Klíčová slova

simulation, random fields, expansion methods

Klíčová slova v angličtině

simulation, random fields, expansion methods

Autoři

VOŘECHOVSKÝ, M.

Vydáno

31.07.2007

Místo

Tokyo, Japonsko

ISBN

978-0-415-45212-0

Kniha

ICASP 10

Strany od

1

Strany do

8

Strany počet

8

BibTex

@inproceedings{BUT27772,
  author="Miroslav {Vořechovský}",
  title="Simulation of simply cross correlated random fields by series expansion methods",
  booktitle="ICASP 10",
  year="2007",
  pages="1--8",
  address="Tokyo, Japonsko",
  isbn="978-0-415-45212-0"
}