kindly explain this solution to me

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moonnightingale

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kindly explain the solution to me
 

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IF X and Y are statistically independent (or orthogonal) then the RMS of the combined signal (sum) will be sqrt(X^2 + Y^2) and the distribution will be exponential
 

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