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个人信息Personal Information
教授
博士生导师
硕士生导师
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：生物医学工程学院
学科：生物医学工程. 信号与信息处理
办公地点：大连理工大学电信学部
联系方式：tanghong@dlut.edu.cn
电子邮箱：tanghong@dlut.edu.cn
扫描关注
A new blind source separation method based on fractional lower order statistics and neural network
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论文类型：会议论文
发表时间：2004-08-19
收录刊物：EI
卷号：3173
页面范围：678-683
摘要：Lower order alpha stable distribution processes can model the impulsive random signals and noises well in physical observation. Conventional blind source separation is based on second order statistics(SOS). In this paper, we propose neural network structures related to multilayer feedforward networks for performing blind source separation based on the fractional lower order statistics (FLOS). The simulation results and analysis show that the proposed networks and algorithms are robust. © Springer-Verlag Berlin Heidelberg 2004.