Suppose and are i.i.d. U(0,1) random variables. Let and
Show that X and Y are i.i.d. N(0,1)
Now it is straight forward (Use Jacobian!) to show that is Rayleigh distributed. Now observe that where R is rayleigh and the angle is uniformly distributed. Now by decomposition result, we are done.