DocumentCode :
3038564
Title :
Identification of complex autoregressive processes
Author :
Ponnusamy, J. ; Srinath, M.D. ; Rajasekaran, P.K.
Author_Institution :
Southern Methodist University Dallas, TX
Volume :
4
fYear :
1979
fDate :
28946
Firstpage :
384
Lastpage :
387
Abstract :
The problem of estimating the spectrum of a complex stochastic process observed in additive white noise is considered. The problem is reduced to one of parameter identification by assuming an autoregressive model for the process. An algorithm for estimating these parameters is derived. Examples are presented to illustrate the use of the algorithm.
Keywords :
Additive noise; Additive white noise; Autoregressive processes; Equations; Gaussian noise; Least squares approximation; Parameter estimation; Stochastic processes; Transfer functions; White noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '79.
Type :
conf
DOI :
10.1109/ICASSP.1979.1170810
Filename :
1170810
Link To Document :
بازگشت