Modelado de pérdidas en una transmisión de video por medio de series de tiempo ARIMA y SARIMA

Modelado de pérdidas en una transmisión de video por medio de series de tiempo ARIMA y SARIMA

This paper presents the results obtained by representing losses in a digital video transmission using ARIMA and SARIMA models. The experiments were conducted following the Box-Jenkins methodology and using programming language R for the estimation of coefficients. A comparison of these two models wa...

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Bibliographic Details
Main Authors: Danilo Alfonso López Sarmiento, Carlos Andrés Martínez Alayón
Format: Article
Language:Spanish
Published: Universidad Distrital Francisco Jose de Caldas 2013-09-01
Series:Tecnura
Subjects:
ARIMA
R language
traffic models
forecasting
SARIMA
Online Access:http://tecnura.udistrital.edu.co/ojs/index.php/revista/article/view/627/561
Description
Summary:This paper presents the results obtained by representing losses in a digital video transmission using ARIMA and SARIMA models. The experiments were conducted following the Box-Jenkins methodology and using programming language R for the estimation of coefficients. A comparison of these two models was conducted in order to determine what the most appropriate model was in order to represent the original series and estimate future values. The findings indicate that SARIMA provide better matching and better prediction of the original data set.
ISSN:0123-921X
2248-7638

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