Thus the Bernoulli process has a constant autocorrelation function for and its power spectrum has uniform value for This process does not qualify to be a white noise according to our definition. If we subtract the mean and define the process by

where then is a white noise process. Because

Remark
Alternatively, the white noise may be defined as a noise sequence
with the autocovariance function
given by
and the corresponding PSD
. |