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https://doi.org/10.1016/j.sigpro.2006.06.014
| Title: | Convergence analysis of the NOJA algorithm using the ODE approach | Authors: | Attallah, S. Manton, J.H. Abed-Meraim, K. |
Keywords: | NOja's algorithm NOOja's algorithm ODE analysis Subspace estimation |
Issue Date: | Nov-2006 | Citation: | Attallah, S., Manton, J.H., Abed-Meraim, K. (2006-11). Convergence analysis of the NOJA algorithm using the ODE approach. Signal Processing 86 (11) : 3490-3495. ScholarBank@NUS Repository. https://doi.org/10.1016/j.sigpro.2006.06.014 | 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. © 2006 Elsevier B.V. All rights reserved. | Source Title: | Signal Processing | URI: | http://scholarbank.nus.edu.sg/handle/10635/55433 | ISSN: | 01651684 | DOI: | 10.1016/j.sigpro.2006.06.014 |
| Appears in Collections: | Staff Publications |
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