Convergence analysis of the NOJA algorithm using the ODE approach

Samir Attallah,Jonathan H Manton,Karim Abed-Meraim

doi:10.1016/j.sigpro.2006.06.014

Convergence analysis of the NOJA algorithm using the ODE approach

Samir Attallah, Jonathan H Manton + Show 1 more

https://doi.org/10.1016/j.sigpro.2006.06.014

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Journal: Signal Processing	Publication Date: Jul 18, 2006
Citations: 2

Affiliation: Australian National University, National University of Singapore, Télécom Paris

#Ordinary Differential Equation Approach #Oja's Algorithm + Show 8 more

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Abstract

Some time ago, we proposed two normalized versions of Oja's algorithm (NOja and NOOja) and gave some results concerning their convergence performance for the estimation of the signal and noise subspaces of a sequence of random vectors. In this paper, we comment on NOja results using the ordinary differential equation (ODE) concept.

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