Title :
Behaviour of higher order blind source separation methods in the presence of cyclostationary correlated multipaths
Author :
Chevalier, Pascal ; Capdevielle, Véronique ; Comon, Pierre
Author_Institution :
Thomson-CSF Commun., Gennevilliers, France
Abstract :
Over the last decade, higher order (HO) methods have been strongly developed in particular to blindly separate instantaneous mixtures of statistically independent stationary sources. However, in many situations of practical interest, the received sources are (quasi)-cyclostationary (digital radiocommunications) and are not always statistically independent but may be correlated to each other, which occurs in particular for HF links or in mobile radiocommunications contexts where propagation multipaths are omnipresent. In such situations, the behaviour of the classical HO blind source separation methods is not known, which may be a limitation to the use of these methods in operational contexts. The purpose of this paper is precisely to fill the gap previously mentioned by analysing the behaviour, in radiocommunications contexts, of three classical HO blind source separation methods when several potentially correlated paths of each source, assumed (quasi)-cyclostationary, are received by the array
Keywords :
array signal processing; digital radio; higher order statistics; identification; land mobile radio; multipath channels; HF links; array; classical HO blind source separation methods; cyclostationary correlated multipaths; digital radiocommunications; higher order blind source separation methods; mobile radiocommunications; potentially correlated paths; propagation multipaths; statistically independent stationary sources; Attenuation; Blind source separation; Delay; Gaussian noise; Hafnium; Narrowband; Niobium; Optimization methods; Performance analysis; Sensor arrays;
Conference_Titel :
Higher-Order Statistics, 1997., Proceedings of the IEEE Signal Processing Workshop on
Conference_Location :
Banff, Alta.
Print_ISBN :
0-8186-8005-9
DOI :
10.1109/HOST.1997.613548