Title :
Blind separation of cyclostationary signals
Author :
Dapena, Adriana ; Iglesia, Daniel ; Castedo, Luis
Author_Institution :
Dept. de Electron. y Sist., Univ. de La Coruna, La Coruña, Spain
Abstract :
In this paper we propose a new approach to blind source separation that exploits the cyclostationary nature of the sources typically found in communication applications. A new adaptive algorithm is proposed that simultaneously utilizes Higher Order Statistics (HOS) and cyclic moments. The approach enables exploitation of periodicities embedded in the sources such as the carrier frequency or the symbol rate. It is also presented an analysis to obtain the conditions under which the algorithm converges to the desired solutions.
Keywords :
blind source separation; higher order statistics; HOS; adaptive algorithm; blind source separation; communication applications; cyclic moments; cyclostationary signals; higher order statistics utilization; Adaptive algorithms; Algorithm design and analysis; Binary phase shift keying; Blind source separation; Interference; Signal to noise ratio;
Conference_Titel :
Signal Processing Conference (EUSIPCO 1998), 9th European
Conference_Location :
Rhodes
Print_ISBN :
978-960-7620-06-4