Ok , Lets say there is some random variable that has a normal distribution N(0,1). Now suppose I receive a signal s such that

where ~ .

Now, I know that where

My question is, suppose I didnt know s, but I knew that s what in some set I. Does it follow that:

My inital calculation and guess is that the answer is yes, but wanted to see what you all thought.