基于峰态的独立分量分析原理的研究

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Abstract The kurtosis based ICA approach is analyzed particularly and the geometrical explanation of this approach is presented in the paper. Furthermore, we elucidate the reasons of the indeterminacy of ICA solutions and explain the probability property by analyzing the process for finding out the ICA solutions. These analytic results and conclusions are also benefit to the study on other ICA methods.

Key words： Independent component ICA Kurtosis Geometry explanation

Received: 08 October 2003

PACS:

TN911.7

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	Zhang Xu-xiu
	Qiu Tian-shuang

Cite this article:

Zhang Xu-xiu,Qiu Tian-shuang. The Study on the Principle of Kurtosis Based ICA Method[J]. , 2005, 27(2): 206-209 .

URL:

http://jeit.ie.ac.cn/EN/ OR http://jeit.ie.ac.cn/EN/Y2005/V27/I2/206