Blind startup of MMSE receivers for CDMA systems

Citation
Rf. Zhang et Mk. Tsatsanis, Blind startup of MMSE receivers for CDMA systems, IEEE SIGNAL, 49(7), 2001, pp. 1492-1500
Citations number
32
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
49
Issue
7
Year of publication
2001
Pages
1492 - 1500
Database
ISI
SICI code
1053-587X(200107)49:7<1492:BSOMRF>2.0.ZU;2-T
Abstract
This paper presents a novel technique for blindly starting up a minimum-mea n-squared-error (MMSE) receiver for a user newly entering a code-division m ultiple-access (CDMA) system. It is assumed that only one user at a time is admitted into the system and that data before and after the onset of the n ew transmission are available. The technique is based on the generalized ei gendecomposition of the two corresponding autocorrelation matrices (before and after the new user is admitted). In general, the two autocorrelation ma trices differ by a low-rank matrix contributed by the autocorrelation of th e new user signal. This fact yields the useful property that the generalize d eigenvectors corresponding to the minimum eigenvalue span the noise subsp ace of the low-rank signal term. Exploiting this subspace relation, the sig nature of the new laser can be identified. If, in particular, the differenc e between the two autocorrelation matrices is exactly a rank-one matrix, th en there is only one maximum eigenvalue, and the corresponding eigenvector coincides with the MMSE receiver corresponding to the rank-one signal term, These properties are also applicable to long-code CDMA systems to provide an optimal multipath combining method.