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Q#1 Random Variable and Random Process GATE EC 2025 MCQ +2 marks -0.66 marks

Consider a real-valued random process

 

where  and  is a positive integer. Here,  for  and 0 otherwise. The coefficients  are pairwise independent, zero-mean unit variance random variables.

Read the following statements about the random process and choose the correct option.

(i) The mean of the process  is independent of time .

(ii) The autocorrelation function  is independent of time  for all .

(Here,  is the expectation operation.)

(i) is TRUE and (ii) is FALSE

Both (i) and (ii) are TRUE

Both (i) and (ii) are FALSE

(i) is FALSE and (ii) is TRUE

Explanation:

 are independent

 

Given:  constant

(i) is correct

Auto correlation

We can’t comment on ACF of  however looking at (as no time data given)

 we solve

 

 dependence on  is asked, lets fix  for all z

 

as  for  to  :

Clearly  is a function

(ii) is false

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