A parametric blind subspace identification: Robustness issue

Citation
L. Perros-meilhac et al., A parametric blind subspace identification: Robustness issue, IEEE COMM L, 3(11), 1999, pp. 320-322
Citations number
10
Categorie Soggetti
Information Tecnology & Communication Systems
Journal title
IEEE COMMUNICATIONS LETTERS
ISSN journal
10897798 → ACNP
Volume
3
Issue
11
Year of publication
1999
Pages
320 - 322
Database
ISI
SICI code
1089-7798(199911)3:11<320:APBSIR>2.0.ZU;2-2
Abstract
Subspace techniques became in recent years a popular tool for blind identif ication of single-input multiple output finite-impulse response (SIMO-FIR) systems. However, a serious drawback of these methods is high sensitivity t o the order modeling errors. In this contribution, we show that a parametri c approach of subspace methods, i.e, exploiting the specular structure of t he propagation channel, is intrinsically robust to channel order overestima tion.