MIMO blind second-order equalization method and conjugate cyclostationarity

Citation
A. Chevreuil et P. Loubaton, MIMO blind second-order equalization method and conjugate cyclostationarity, IEEE SIGNAL, 47(2), 1999, pp. 572-578
Citations number
24
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
47
Issue
2
Year of publication
1999
Pages
572 - 578
Database
ISI
SICI code
1053-587X(199902)47:2<572:MBSEMA>2.0.ZU;2-A
Abstract
The blind identification of vector-valued FIR transfer functions using excl usively second-order statistics of the output has become conventional. The so-called subspace method provides a nice and efficient way of solving the problem, However, the extension to the multi-input/multi-output (MIMO) case is not that straightforward, and, for instance, some indetermination drawb acks may occur. We show in this correspondence that the introduction of som e cyclostationarity at the input (which still leads to feasible systems) ma y lead to an algorithm that is far more satisfactory because for both, it i s less prone to indetermination problems, and the required assumptions are not too sophisticated.