we assume that vectors X(k)are independent and identically distributed (i.i.d.).what's does it mean?

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ad lyn
ad lyn el 27 de Dic. de 2021
Comentada: Voss el 27 de Dic. de 2021
we assume that the input is a white Gaussian noise (WGN) signal and vectors are independent and identically distributed (i.i.d.)
this expression is used to study the convergence analysis of an algorithm and i want know and undrestand why did they assume it ??

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Voss
Voss el 27 de Dic. de 2021
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ad lyn
ad lyn el 27 de Dic. de 2021
thank you ! but i need to know why did they utilize it in convergence analysis of an algoriithm?
Voss
Voss el 27 de Dic. de 2021
They assume it because it makes the math much easier (and it's usually pretty accurate to assume).

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