DocumentCode
3269324
Title
A simple set of linear equations for computing autocorrelations of ARMA(p,q) signals with given model parameters
Author
Husoy, John Håkon
Author_Institution
Dept. of Electr. Eng. & Comput. Sci., Univ. of Stavanger, Stavanger, Norway
fYear
2009
fDate
8-10 Dec. 2009
Firstpage
1
Lastpage
3
Abstract
A new formulation facilitating the determination of the autocorrelation lags, and consequently the autocorrelation matrix, of an autoregressive moving average signal of arbitrary order (ARMA(p, q)) is presented. The main features of our formulation, stated as a set of linear equations to be solved, are 1) its conceptual simplicity 2) its reliance only on primary parameters of the ARMA(p, q) model, and 3) the simplicity of the resulting linear equations.
Keywords
autoregressive moving average processes; correlation methods; ARMA signals; autocorrelation lags; autocorrelation matrix; autoregressive moving average signal; linear equations; Autocorrelation; Autoregressive processes; Equations; Mathematical model; Polynomials; Programming profession; Signal processing; Signal processing algorithms; Time series analysis; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Information, Communications and Signal Processing, 2009. ICICS 2009. 7th International Conference on
Conference_Location
Macau
Print_ISBN
978-1-4244-4656-8
Electronic_ISBN
978-1-4244-4657-5
Type
conf
DOI
10.1109/ICICS.2009.5397544
Filename
5397544
Link To Document