The draws from the joint pdf of the eigenvalues are generated by means of a simple transformation of a chi-squared random variable and an independent beta random variable.

The power spectrum, as the product of the signal amplitude with its complex conjugate, consists of Chi-squared random variables with two degrees of freedom χ 2 (2) at each frequency, which are ...

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