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- W2168392334 abstract "The goal of the Fractional component analysis proposed in this paper is to analyze the observed signal generated by the linear mixing process of unknown fractional component signals. Based on simple assumptions on the probability distributions of component signals and mixing fractions, we derive a new type of which we call mixed distribution, and characterize this model in terms of moments and cumulants. Its higher-order cumulants indicate that it is in fact either super-gaussian or sub-gaussian even if the distribution of component signals are gaussian. Finally we show methods for recovering fractional components from the observed signal." @default.
- W2168392334 created "2016-06-24" @default.
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- W2168392334 date "2001-01-01" @default.
- W2168392334 modified "2023-09-27" @default.
- W2168392334 title "FCA: The Fractional Component Analysis" @default.
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