DocumentCode :
2208215
Title :
Direct formulation of a set of linear equations for finding the autocorrelation lags of ARMA(p, q) signals
Author :
Husøy, John Håkon
Author_Institution :
Dept. of Electr. Eng. & Comput. Sci., Univ. of Stavanger, Stavanger, Norway
fYear :
2012
fDate :
17-18 April 2012
Firstpage :
1
Lastpage :
4
Abstract :
A simple set of linear equations whose solution gives the autocorrelation lags of an autoregressive moving average signal of arbitrary order is given. The main contribution of our work is the simplicity of the resulting equation, the simplicity of its derivation, and the fact that the equations are directly and explicitly formulated in terms of the a- and b-parameters of the ARMA(p, q) model. A short Matlab script illustrating the simplicity of our approach is included.
Keywords :
autoregressive moving average processes; mathematics computing; ARMA model; ARMA signals; Matlab script; autocorrelation lags; autoregressive moving average signal; direct formulation; linear equations; Application software; Autoregressive processes; Correlation; Equations; Mathematical model; Symmetric matrices; Vectors; ARMA modeling; Statistical signal processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radioelektronika (RADIOELEKTRONIKA), 2012 22nd International Conference
Conference_Location :
Brno
Print_ISBN :
978-1-4673-0659-1
Type :
conf
Filename :
6207643
Link To Document :
بازگشت