Authors
Samir Attallah, Karim Abed-Meraim
Publication date
2001/7
Journal
IEEE Signal Processing Letters
Volume
8
Issue
7
Pages
203-206
Publisher
IEEE
Description
We present two normalized versions of Oja's (1992) algorithm (NOja and NOOja), which can be used for the estimation of minor and principal subspaces of a vector sequence. The new algorithms offer, as compared to Oja, a faster convergence, orthogonality, and a better numerical stability with a slight increase in computational complexity.
Total citations
Scholar articles
S Attallah, K Abed-Meraim - IEEE Signal Processing Letters, 2001