Title :
Autoregressive model fitting and levinson algorithm in the multichannel degenerate case
Author_Institution :
Osaka University, Osaka, Japan
fDate :
1/1/1983 12:00:00 AM
Abstract :
This note extends the autocorrelation method for fitting multichannel time series from the nondegenerate case to the general case. It shows that the AR model obtained by solving the normal equations is always stable even in the degenerate case. The multichannel Levinson algorithm for solving the normal equations is extended from the nondegenerate case to the general case.
Keywords :
Autoregressive processes; Correlation methods; Autocorrelation; Covariance matrix; Eigenvalues and eigenfunctions; Equations; Lyapunov method; Random processes; Symmetric matrices;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.1983.1103145