IEICE Electronics Express
Online ISSN : 1349-2543
ISSN-L : 1349-2543
LETTER
Improved FastICA algorithm using a sixth-order Newton's method
K. J. KimS. ZhangS. W. Nam
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ジャーナル フリー

2009 年 6 巻 13 号 p. 904-909

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抄録
In this paper, an improved FastICA algorithm is proposed for blind source separation by using a sixth-order Newton's method for finding the solutions of the nonlinear equations much faster than other Newton-type iterative methods. In particular, the proposed method has comparable separation performance, fewer iterations, and faster convergence speed.
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© 2009 by The Institute of Electronics, Information and Communication Engineers
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