| 基于R语言的ICA在盲源分离的应用 |
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| 引用本文： | 庄亮亮.基于R语言的ICA在盲源分离的应用[J].科学技术与工程,2012,12(9):2218-2220. |
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| 作者姓名： | 庄亮亮 |
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| 作者单位： | 华南理工大学理学院,广州,510641 |
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| 摘 要： | 本文首先介绍盲源分离问题和ICA相关理论，然后用R语言实现仿真。通过fastICA算法将盲源分离，实验结果表明，R语言使用fastICA算法在解决盲源分离问题上有很好的效果,但今后还需在算法和问题假设上做改进。
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| 关 键 词： | R语言 ICA fastICA BSS |
| 收稿时间： | 1/2/2012 4:55:26 PM |
| 修稿时间： | 2012/1/17 0:00:00 |
The Application of ICA in Blind Source Separation Based on Software R |
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| zhuangliangliang.The Application of ICA in Blind Source Separation Based on Software R[J].Science Technology and Engineering,2012,12(9):2218-2220. |
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| Authors: | zhuangliangliang |
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| Institution: | ZHUANG Liang-liang (College of Science,South China University of Technology,Guangzhou 510641,P.R.China) |
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| Abstract: | Blind source separation and ICA are hot research topic, they have close relationship. We firstly introduced the theory of blind source separation and ICA, then gave the simulation based on software R. The research show that software R have a good effect on blind source separation, we still have to improve the related algorithm and question assumption. |
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| Keywords: | software R ICA fastICA BSS |
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