Transform each coordinate of the realizations of several random variables (RVs) by the distribution function of the corresponding RV and partition the range space into a uniform grid. The expected number of occupied grid-boxes will be greatest when these RVs are independent. Using this interesting finding, we give a new method for blind source separation (BSS) that can separate various kinds of signals and favors digital implementation.
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