TY - GEN
T1 - Error functions of Gaussian fields using radial and spiral sampling
AU - Kazakov, Vladimir
AU - Méndez, Luis
AU - Rodríguez-Saldaña, Daniel
PY - 2013
Y1 - 2013
N2 - The purpose of this paper is to present two different spatial sample configurations in order to measure the error function of a given Gaussian random field. This Gaussian field is described by some two-dimensional covariance functions. We found these functions at the output of RC circuits in series. For this study we used the Sampling-Reconstruction Procedure (SRP) based on the conditional mean rule. Moreover we changed the covariance function, the quantity of samples and the distance between them. The results in this study demonstrate how all the above factors influence the error functions.
AB - The purpose of this paper is to present two different spatial sample configurations in order to measure the error function of a given Gaussian random field. This Gaussian field is described by some two-dimensional covariance functions. We found these functions at the output of RC circuits in series. For this study we used the Sampling-Reconstruction Procedure (SRP) based on the conditional mean rule. Moreover we changed the covariance function, the quantity of samples and the distance between them. The results in this study demonstrate how all the above factors influence the error functions.
KW - Error reconstruction function
KW - Gaussian fields
KW - Non-uniform sampling
KW - Spatial covariance function
UR - http://www.scopus.com/inward/record.url?scp=84894178015&partnerID=8YFLogxK
U2 - 10.1109/ICMEAE.2013.47
DO - 10.1109/ICMEAE.2013.47
M3 - Contribución a la conferencia
AN - SCOPUS:84894178015
SN - 9781479922536
T3 - Proceedings - 2013 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2013
SP - 216
EP - 219
BT - Proceedings - 2013 International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2013
T2 - 2013 IEEE International Conference on Mechatronics, Electronics and Automotive Engineering, ICMEAE 2013
Y2 - 19 November 2013 through 22 November 2013
ER -