Abstract

In underdetermined blind separation, the number of sensors is less than that of source signals, and it is well known that source signals can be recovered through the two-step algorithms generally. But people often suppose that the number of source signals is known when they estimate the mixture matrix by the k-mean clustering algorithm. In fact, the number of source signals is unknown or blind, so it is very important to estimate the number of source signals first. In this paper, a new two-step algorithm is proposed, which not only can estimate the number of source signals but also get the mixture matrix instead of k-mean algorithm

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