Title :
Blind identification of channels with rational transfer functions
Author_Institution :
Dept. of Electr. & Syst. Eng., Connecticut Univ., Storrs, CT, USA
fDate :
28 Nov- 2 Dec 1994
Abstract :
The blind identification of systems using the second-order output cyclic spectra is considered. It is shown that the class of minimal, stable, rational causal (MSRC) systems is not identifiable, and the identification is limited by a nontrivial ambiguity associated with the so-called cyclic all-pass factor. The largest subclass of MSRC systems that ensures the unique identification is shown to be the set of MSRC systems that do not have special uniformly spaced maximum phase zeros. A constructive procedure is presented for the identification of system poles and zeros from those of the cyclic spectra
Keywords :
identification; poles and zeros; spectral analysis; telecommunication channels; transfer functions; MSRC systems; blind identification; channels; cyclic all-pass factor; minimal stable rational causal systems; nontrivial ambiguity; rational transfer functions; second-order output cyclic spectra; system poles; system zeros; uniformly spaced maximum phase zeros; Autocorrelation; Density functional theory; Equations; Fourier transforms; Poles and zeros; Shape; Statistics; Transfer functions;
Conference_Titel :
Global Telecommunications Conference, 1994. Communications Theory Mini-Conference Record, 1994 IEEE GLOBECOM., IEEE
Conference_Location :
San Francisco, CA
Print_ISBN :
0-7803-1820-X
DOI :
10.1109/CTMC.1994.512576