Title :
Blind identification algorithms for co-channel systems using higher-order statistics
Author :
Gurelli, M.I. ; Nikias, Chrysostomos L.
Author_Institution :
Dept. of Electr. Eng. Syst., Univ. of Southern California, Los Angeles, CA, USA
fDate :
31 Oct-2 Nov 1994
Abstract :
In this work, we describe a method for the blind identification of co-channel systems. More specifically, two independent communication signals propagate through multipath channels, and their sum is picked up by the receiver. This type of a problem occurs in communication systems which employ frequency reusage. In some cases, there is no training signal available to aid the receiver for channel estimation, hence the multipath channel transfer functions have to be estimated blindly. The algorithm described in this work uses second- and fourth-order cumulants of the received signal. First, the magnitude responses of the channels are estimated, then using these, the phase responses are estimated
Keywords :
cochannel interference; higher order statistics; multipath channels; parameter estimation; phase estimation; spectral analysis; transfer functions; algorithm; blind estimation; blind identification algorithms; channel estimation; co-channel systems; communication signals; fourth-order cumulants; frequency reusage; higher-order statistics; magnitude responses; multipath channel transfer functions; multipath channels; phase responses; receiver; second-order cumulants; training signal; Baseband; Filters; Frequency estimation; Higher order statistics; Mobile communication; Multipath channels; Phase estimation; Power system modeling; Signal processing; Transfer functions;
Conference_Titel :
Signals, Systems and Computers, 1994. 1994 Conference Record of the Twenty-Eighth Asilomar Conference on
Conference_Location :
Pacific Grove, CA
Print_ISBN :
0-8186-6405-3
DOI :
10.1109/ACSSC.1994.471491