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Generate the empirical PDF (histogram) of IZI and IZI2 by generating n realization of X and Y where X and Y are i.i.d. Gaussian random

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Generate the empirical PDF (histogram) of IZI and IZI2 by generating n realization of X and Y where X and Y are i.i.d. Gaussian random variables of zero mean and unit variance, and obtain n realization of Z and |Zl2 via Z -X +j Y. Plot the histogram of these samples for n-100 and compare with the theoretical PDF of Rayleigh distribution and exponential distribution. Do they agree? Hint: you need to scale the histogram in such a way that it becomes an empirical PDF. Hints: If X1 and X2 are independent random variables uniformly distributed over [0,1], then are independent Gaussian random variables, each with zero mean and unit variance. Generate the empirical PDF (histogram) of IZI and IZI2 by generating n realization of X and Y where X and Y are i.i.d. Gaussian random variables of zero mean and unit variance, and obtain n realization of Z and |Zl2 via Z -X +j Y. Plot the histogram of these samples for n-100 and compare with the theoretical PDF of Rayleigh distribution and exponential distribution. Do they agree? Hint: you need to scale the histogram in such a way that it becomes an empirical PDF. Hints: If X1 and X2 are independent random variables uniformly distributed over [0,1], then are independent Gaussian random variables, each with zero mean and unit variance

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