Definition:Sampling Function

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Definition

The sampling function is the distribution $\operatorname {III}_T: \map \DD \R \to \R$ defined as:

$\forall x \in \R: \forall T \in \R : \map {\operatorname {III}_T } x := \displaystyle \sum_{n \mathop \in \Z} \map \delta {x - T n}$

where $\delta$ denotes the Dirac delta distribution.

Whenever $T = 1$, it can be omitted.


Graph of Sampling Function

The graph of the sampling function is illustrated below:


Sampling-function.png


It is to be understood that the blue arrows represent rays from the $x$-axis for constant $n \in \Z$.


$2$ Dimensional Form

Let $\operatorname {III}: \R \to \R$ denote the sampling function.

The $2$-dimensional form of $\operatorname {III}$ is defined and denoted:

$\forall x, y \in \R: \map {\operatorname { {}^2 III} } {x, y} := \map {\operatorname {III} } x \map {\operatorname {III} } y$


Also known as

The sampling function $\operatorname {III}$ can also be seen referred to as the replicating function or the Dirac comb.

It can referred to and voiced as shah.


Also see

  • Results about the sampling function can be found here.


Linguistic Note

The name shah for the sampling function derives from its similarity in shape and appearance to the Russian ะจ, whose name is itself pronounced shah.


Sources