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Lecture 3: Fourth Order BSS Method

Jack Xin

Statistics Theory and Methods mathscidoc:1912.43924

The approach combines second and fourth order statistics to perform BSS of instantaneous mixtures. It applies for any number of receivers if they are as many as sources. It is a batch algorithm that uses non-Gaussianity and stationarity of source signals. It is linear algebra based direct method, reliable and robust, though large dimensions of sources may slow down the computation significantly. It is however limited to instantaneous mixtures.
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@inproceedings{jacklecture,
  title={Lecture 3: Fourth Order BSS Method},
  author={Jack Xin},
  url={http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20191224210704266417488},
}
Jack Xin. Lecture 3: Fourth Order BSS Method. http://archive.ymsc.tsinghua.edu.cn/pacm_paperurl/20191224210704266417488.
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