电磁信号单通道盲分离方法的发展、应用与展望
Development, Application and Perspective of Single Channel Blind Source Separation of Electromagnetic Signals
DOI: 10.12677/JEE.2020.84018, PDF,    科研立项经费支持
作者: 王 翔, 赵雨睿：国防科技大学电子科学学院，湖南 长沙
关键词: 盲分离；单通道；独立分量分析；模型；贝叶斯估计；Blind Source Separation； Single Channel； Independent Component Analysis； Model； Bayesian Estimate
摘要: 单通道盲信号分离是欠定盲分离的极端情况，具有重要的理论研究和实际应用价值。本文简要分析了单通道盲分离的特点和优点，总结了单通道盲分离领域最新的研究成果，系统地介绍了单通道盲分离在不同领域的应用，并进一步讨论了其面临的问题和未来可能的研究思路和方向。
Abstract: As an extreme case of ill-conditioned signal separation, Single Channel Blind Signal Separation (SCBSS) is an aspect of particular interest and importance. In this paper, the characteristic and advantage of SCBSS are briefly introduced, the latest theories and methods of SCBSS are then classified and summarized, and their applications in different fields are systematically introduced. Finally, challenges and prospects for further development in the area are presented.
文章引用：王翔, 赵雨睿. 电磁信号单通道盲分离方法的发展、应用与展望[J]. 电气工程, 2020, 8(4): 158-170. https://doi.org/10.12677/JEE.2020.84018

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