1.0 : Prerequisite




1.

For 2 same waves traveling parallel to each other:

If one wave travel an extra distant as shown in the figure below. It infers a delay of arrival. And delay infers phase shift, vice versa:




2.

Given a random variable:

Proof :




3.

Given a random variable:

Proof :

(time and frequency of the wave is irrelevant)




4.

Given two IID random variables:

Proof :