Title :
Error Functions of Gaussian Fields Using Radial and Spiral Sampling
Author :
Vladimir Kazakov;Luis Mendez;Daniel Rodríguez-Saldaña
Author_Institution :
Dept. of Telecommun. of ESIME, Inst. Politec. Nac., Mexico City, Mexico
Abstract :
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.
Keywords :
"Spirals","Gaussian processes","Random variables","Probability density function","Image reconstruction","Estimation","Measurement uncertainty"
Conference_Titel :
Mechatronics, Electronics and Automotive Engineering (ICMEAE), 2013 International Conference on
Print_ISBN :
978-1-4799-2252-9
DOI :
10.1109/ICMEAE.2013.47