Sampling with jitter and reconstruction procedure of Gaussian processes with a limited number of samples

Vladimir A. Kazakov; Daniel San Rodriguez

Sampling with jitter and reconstruction procedure of Gaussian processes with a limited number of samples

Vladimir A. Kazakov, Daniel San Rodriguez

Escuela Superior de Ingeniería Mecánica y Eléctrica (ESIME), Unidad Zacatenco

Producción científica: Contribución a una revista › Artículo › revisión exhaustiva

4 Citas (Scopus)

Resumen

The statistical description of sampling-reconstruction procedure with jitter of Gaussian processes with an arbitrary number of samples is given. The analysis is based on the conditional mean rule. We describe the statistical average procedure in order to obtain the principal statistical characteristics: the basic functions and the error reconstruction functions. This approach is valid for many mathematical models of jitter. Some examples are given.

Idioma original	Inglés
Páginas (desde-hasta)	287-294
Número de páginas	8
Publicación	WSEAS Transactions on Information Science and Applications
Volumen	2
N.º	3
Estado	Publicada - mar. 2005

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abstract = "The statistical description of sampling-reconstruction procedure with jitter of Gaussian processes with an arbitrary number of samples is given. The analysis is based on the conditional mean rule. We describe the statistical average procedure in order to obtain the principal statistical characteristics: the basic functions and the error reconstruction functions. This approach is valid for many mathematical models of jitter. Some examples are given.",

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AU - Rodriguez, Daniel San

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AB - The statistical description of sampling-reconstruction procedure with jitter of Gaussian processes with an arbitrary number of samples is given. The analysis is based on the conditional mean rule. We describe the statistical average procedure in order to obtain the principal statistical characteristics: the basic functions and the error reconstruction functions. This approach is valid for many mathematical models of jitter. Some examples are given.

KW - Basic function

KW - Error reconstruction

KW - Gaussian process

KW - Jitter

KW - Reconstruction

KW - Sampling

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M3 - Artículo

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JO - WSEAS Transactions on Information Science and Applications

JF - WSEAS Transactions on Information Science and Applications

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Sampling with jitter and reconstruction procedure of Gaussian processes with a limited number of samples

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