where are the DFT coefficients of the length- input data . The PDF of for a circular power spectral process is written in the frequency domain

Although written using the DFT coefficients , it is a PDF defined on . Given a circular power spectrum

where is a Gaussian random variable with mean zero and variance 1. When is the zero or Nyquist bin, is real, otherwise, it is a complex Gaussian random variable.