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Time averages and Ergodicity
Often we are interested in finding the various ensemble averages of a random process by means of the corresponding time averages determined from single realization of the random process. For example we can compute the time-mean of a single realization of the random process by the formula
which is constant for the selected realization. Note that represents the dc value of .
Another important average used in electrical engineering is the rms value given by

Can and represent
To answer such a question we have to understand various time averages and their properties.
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