Identifiability results for blind beamforming in incoherent multipath withsmall delay spread

Citation
Nd. Sidiropoulos et Xq. Liu, Identifiability results for blind beamforming in incoherent multipath withsmall delay spread, IEEE SIGNAL, 49(1), 2001, pp. 228-236
Citations number
25
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE TRANSACTIONS ON SIGNAL PROCESSING
ISSN journal
1053587X → ACNP
Volume
49
Issue
1
Year of publication
2001
Pages
228 - 236
Database
ISI
SICI code
1053-587X(200101)49:1<228:IRFBBI>2.0.ZU;2-B
Abstract
Several explicit identifiability results are derived for deterministic blin d beamforming in incoherent multipath with small delay spread. For example, it is shown that if the sum of spatial and fractional sampling diversities exceeds two times the total number of paths, then identifiability can be g uaranteed even for one symbol snapshot. The tools come from the theory of l ow-rank three-way array decomposition (commonly referred to as parallel fac tor analysis (PARAFAC) and data smoothing in one and two dimensions, New re sults regarding the Kruskal-rank of certain structured matrices are also in cluded, and they are of interest in their own right.