DocumentCode
2999734
Title
New relationships between ARMA and AR processes
Author
Haimi-Cohen, R. ; Cohen, A.
Author_Institution
Tadiran Inc., Petah Tikva, Israel
Volume
11
fYear
1986
fDate
31503
Firstpage
1385
Lastpage
1388
Abstract
It is shown that the autoregressive part of an ARMA(p,q) model can be represented as a linear combination of q higher order AR models, and that the coefficients of this linear combination form an approximation to the moving average part. These results are used to develop efficient algorithms for ARMA model estimation.
Keywords
Approximation algorithms; Autocorrelation; Equations; Estimation error; Linear systems; Nonlinear systems; Robustness; Stability;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '86.
Type
conf
DOI
10.1109/ICASSP.1986.1168677
Filename
1168677
Link To Document