Blind identification of ARMA models with periodically modulated inputs Conference Paper

abstract

• Recent results have pointed out the importance of inducing cyclostationarity at the transmitter for blind identification of FIR communication channels. 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 cyclo-stationary input has at least q+2 cycles.

name of conference

• Conference Record of the Thirty-First Asilomar Conference on Signals, Systems and Computers (Cat. No.97CB36136)

authors

• Serpedin, Erchin

published proceedings

• THIRTY-FIRST ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, VOLS 1 AND 2

author list (cited authors)

• Serpedin, E., & Giannakis, G. B.

citation count

• 1

complete list of authors

• Serpedin, E||Giannakis, GB

publication date

• January 1998

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

published in

• Conference record / Asilomar Conference on Signals, Systems & Computers. Asilomar Conference on Signals, Systems & Computers  Journal

Digital Object Identifier (DOI)

• 10.1109/acssc.1997.679179

International Standard Book Number (ISBN) 10

• 0-8186-8316-3

start page

• 1633

end page

• 1637

volume

• 2

URL

• http://dx.doi.org/10.1109/acssc.1997.679179