Title :
A new signal separation technique using double referenced system
Author :
Jbari, Atman ; Adib, Abdellah ; Aboutajdine, Driss
Author_Institution :
Fac. des Sci., GSCM-LRIT, Rabat
Abstract :
This paper addresses the problem of blind source separation (BSS). To recover original signals, from linear instantaneous mixtures, we propose a new separation technique based on the use of a double referenced system. The reference signals will be incrusted in the cumulant to evaluate the statistical independence between sources. The non-orthogonal joint diagonalization of a set of referenced cumulant matrices gives an estimation of the separating matrix. The important advantage of our proposed technique is the high separation quality in noisy environment by an appropriate choice of reference signals. Computer simulations are presented to illustrate the effectiveness of the suggested approach.
Keywords :
blind source separation; higher order statistics; blind source separation; double referenced system; linear instantaneous mixtures; nonorthogonal joint diagonalization; referenced cumulant matrices; signal separation; statistical independence; Airports; Blind source separation; Computer simulation; Data models; Independent component analysis; MIMO; Principal component analysis; Source separation; Statistical analysis; Working environment noise; Blind source separation; Cumulant; Joint Diagonalization; Referenced System;
Conference_Titel :
Computers and Communications, 2008. ISCC 2008. IEEE Symposium on
Conference_Location :
Marrakech
Print_ISBN :
978-1-4244-2702-4
Electronic_ISBN :
1530-1346
DOI :
10.1109/ISCC.2008.4625742