Title :
Combining cyclostationarity and spatial diversity for blind system identification
Author :
Abed-Meraim, K. ; Hua, Y.
Author_Institution :
Dept. of Electr. & Electron. Eng., Melbourne Univ., Parkville, Vic., Australia
Abstract :
Second-order blind system identification has become an intense area of research. Recently, it has been shown that, by exploiting space diversity (i.e., multiple receivers) and/or time diversity (i.e., cyclostationarity) of communication signals, system identification using only the second order statistics (SOS) of the system output is possible. In this contribution, we propose to combine cyclostationarity and spatial diversity for the blind identification of p-input, q-output rational system. The basic idea consists in associating with each input signal a specific cyclo-frequency as a proper ´signature´. This will permit, in a first step, to separate the p input signals by selecting successively their respective cyclo-frequencies. In a second step, and thanks to the spatial diversity, we can estimate the channel transfer function using only the output SOS.
Keywords :
MIMO systems; correlation methods; diversity reception; equalisers; parameter estimation; prediction theory; statistical analysis; telecommunication channels; transfer function matrices; MIMO system; blind equalisation; blind system identification; channel transfer function estimation; communication signals; cyclo-correlation matrices; cyclo-frequency; cyclostationarity; linear prediction algorithm; multiple receivers; p-input q-output rational system; second order statistics; signal separation; spatial diversity; time diversity; Diversity reception; Equalizers; Finite impulse response filter; Frequency; Interference cancellation; Multiaccess communication; Signal processing; Statistics; System identification; Transfer functions;
Conference_Titel :
Signals, Systems and Computers, 1996. Conference Record of the Thirtieth Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-8186-7646-9
DOI :
10.1109/ACSSC.1996.600883