ANALYTICAL METHOD FOR BLIND BINARY SIGNAL SEPARATION

Authors
Citation
Aj. Vanderveen, ANALYTICAL METHOD FOR BLIND BINARY SIGNAL SEPARATION, IEEE transactions on signal processing, 45(4), 1997, pp. 1078-1082
Citations number
9
Categorie Soggetti
Engineering, Eletrical & Electronic
ISSN journal
1053587X
Volume
45
Issue
4
Year of publication
1997
Pages
1078 - 1082
Database
ISI
SICI code
1053-587X(1997)45:4<1078:AMFBBS>2.0.ZU;2-N
Abstract
The blind separation of multiple co-channel binary digital signals usi ng an antenna array involves finding a factorization of a data matrix X into X = AS, where all entries of S are +1 or -1. It is shown that t his problem can be solved exactly and noniteratively, via a certain ge neralized eigenvalue decomposition. As indicated by simulations, the a lgorithm is robust in the presence of noise. An interesting implicatio n is that certain cluster segmentation problems can be solved using ei genvalue techniques.