DocumentCode
1441078
Title
Blind identification of ARMA channels with periodically modulated inputs
Author
Giannakis, Georgios B. ; Serpedin, Erchin
Author_Institution
Dept. of Electr. Eng., Virginia Univ., Charlottesville, VA, USA
Volume
46
Issue
11
fYear
1998
fDate
11/1/1998 12:00:00 AM
Firstpage
3099
Lastpage
3104
Abstract
Previous results have pointed out the importance of inducing cyclostationarity at the transmitter for blind identification of FIR communication channels. The present paper considers the blind identification problem of an ARMA (p,q) channel by exploiting the cyclostationarity induced at the transmitter through periodic encoding of the input. It is shown that causal and stable ARMA (p,q) channels can be uniquely identified from the output second-order cyclic statistics, irrespective of the location of channel poles and zeros and color of additive stationary noise, provided that the cyclostationary input has at least q+1 nonzero cycles
Keywords
autoregressive moving average processes; channel coding; identification; modulation coding; statistical analysis; ARMA (p,q) channel; ARMA channels; blind identification; cyclostationarity; output second-order cyclic statistics; periodic encoding; periodically modulated inputs; transmitter; Additive noise; Blind equalizers; Colored noise; Communication channels; Finite impulse response filter; Gain control; Parametric statistics; Poles and zeros; Transfer functions; Transmitters;
fLanguage
English
Journal_Title
Signal Processing, IEEE Transactions on
Publisher
ieee
ISSN
1053-587X
Type
jour
DOI
10.1109/78.726823
Filename
726823
Link To Document