DocumentCode
2459266
Title
Causal cyclic Wiener filtering
Author
Schreier, Peter J. ; Spurbeck, Mark S. ; Scharf, Louis L.
Author_Institution
Sch. of Electr. Engr. & Comput. Sci., Univ. of Newcastle, Callaghan, NSW
fYear
2006
fDate
Oct. 29 2006-Nov. 1 2006
Firstpage
1425
Lastpage
1429
Abstract
We develop a causal filter bank implementation of the cyclic Wiener filter for periodically correlated (PC, or cyclostationary) time series. By converting the PC time series into a vector-valued wide-sense stationary (WSS) time series, we may utilize the existing literature on factorization of spectral density matrices. However, because PC analytic and equivalent baseband signals are generally improper, spectral factorization algorithms must be modified for the improper case. Then, given the spectral density matrix for the equivalent WSS vector process, a causal cyclic Wiener filter can be implemented as a multirate filter bank or an equivalent polyphase structure.
Keywords
Wiener filters; channel bank filters; time series; causal filter bank; cyclic Wiener filtering; periodically correlated time series; spectral density matrix; spectral factorization; wide-sense stationary time series; Baseband; Delay estimation; Filter bank; MIMO; Nonlinear filters; Signal analysis; Signal processing; Signal processing algorithms; Vectors; Wiener filter;
fLanguage
English
Publisher
ieee
Conference_Titel
Signals, Systems and Computers, 2006. ACSSC '06. Fortieth Asilomar Conference on
Conference_Location
Pacific Grove, CA
ISSN
1058-6393
Print_ISBN
1-4244-0784-2
Electronic_ISBN
1058-6393
Type
conf
DOI
10.1109/ACSSC.2006.354993
Filename
4176803
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