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Figure 1 | EURASIP Journal on Advances in Signal Processing

Figure 1

From: On the conditions for valid objective functions in blind separation of independent and dependent sources

Figure 1

pdf for the mixture variable X 1 (θ)S 1 + α 2 (θ)S 2 with sub-Gaussian sources at θ 0 =Π/ 2 (left) and at θ=θ 0 ±δθ (right). Note that, when θ=Π/2 the pdf corresponds to the source S2, on the other side, when a perturbation on the mixing parameter θ is considered, i.e. θ=θ0±δθ, a pdf with a shape closer to the Gaussian one is obtained. It is also noted that in the intervalsx ( , b ) ( a , a ) ( b , + ) (x ( b , a ) ( a , b ) ) the pdf f X (x;θ) attains its minimum (maximum) at θ=Π/2.

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