DocumentCode
830795
Title
Prewindowed and postwindowed methods for bispectrum estimation via AR modelling
Author
Gallego, Angel ; Carrion, Maria C. ; Ruiz, Diego P. ; Medouri, Abdellatif
Author_Institution
Granada Univ., Spain
Volume
29
Issue
2
fYear
1993
Firstpage
181
Lastpage
182
Abstract
Two new autoregressive parametric methods for the bispectrum estimation of a stationary process are presented. These are an extension of the prewindowed (PREW) and postwindowed (POSW) methods for the estimation of a power spectrum via AR modelling. A variant of each of these methods, based on the segmentation of process data into coupled records, is also presented. Simulations show that the POSW and PREW methods produce similar results to those obtained using the third order recursion (TOR) and constrained third-order mean (CTOM) methods, respectively, and that their modifications provide a more precise estimation than that obtained using the TOR and CTOM methods of the AR-model parameters.
Keywords
parameter estimation; spectral analysis; AR modelling; AR-model parameters; autoregressive parametric methods; bispectrum estimation; postwindowed methods; power spectrum; prewindowed method; stationary process;
fLanguage
English
Journal_Title
Electronics Letters
Publisher
iet
ISSN
0013-5194
Type
jour
DOI
10.1049/el:19930122
Filename
184571
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