Blind identifiability of FIR-MIMO systems with colored input using second order statistics

Citation
Yb. Hua et Jk. Tugnait, Blind identifiability of FIR-MIMO systems with colored input using second order statistics, IEEE SIG PL, 7(12), 2000, pp. 348-350
Citations number
16
Categorie Soggetti
Eletrical & Eletronics Engineeing
Journal title
IEEE SIGNAL PROCESSING LETTERS
ISSN journal
10709908 → ACNP
Volume
7
Issue
12
Year of publication
2000
Pages
348 - 350
Database
ISI
SICI code
1070-9908(200012)7:12<348:BIOFSW>2.0.ZU;2-S
Abstract
We show that a finite impulse response and multi-input-multi-output (FIR-MI MO) system with colored input is blindly identifiable up to a permutation a nd scaling using the second order statistics (SOS) of the system's output i f a) the system function is irreducible, and b) the input signals are uncor related from each other and have distinct power spectra, Condition a) is we aker than several conditions reported previously, It suggests a further pot ential of developing more robust blind algorithms.