Constraint Setting in Constrained ICA

机译：约束ICA中的约束设置

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Constraint setting is a crucial part in Constrained Independent Component Analysis (C1CA) and directly affects the result of CICA's application in Blind Source Separation (BSS), etc.. In this paper, constraints are sorted into three types. Based on numerical optimistic algorithms, the corresponding formula and the setting method for each type are presented, and the adjustable parameter in the formula of constraints is emphasized. Experimental results show that constraints in CICA can be set reasonably and effectively by the proposed methods.

机译：约束设置是约束独立分量分析（C1CA）的关键部分，它直接影响CICA在盲源分离（BSS）等应用中的结果。在本文中，约束分为三类。在数值优化算法的基础上，给出了每种类型的对应公式和设定方法，并着重强调了约束公式中的可调整参数。实验结果表明，该方法可以合理有效地设置CICA中的约束条件。

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来源
《International Conference on Signal Processing(ICSP'06); 20061116-20; Guilin(CN)》|2006年|P.1810-1814|共5页
会议地点 Guilin(CN)
作者
Guangyun Wang; Langbo Qiu; Gang Wang; Zhengzhi Wang;
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作者单位

College of Mechatronics Engineering and Automation, National Univ. of Defense Technology, Changsha, China, 410073;

The Telecommunication Engineering Institute, Air Force Engineering University, Xi'an, China, 710077;

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正文语种 eng
中图分类通信理论;
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Constraint Setting in Constrained ICA

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