Question Details

Consider a real signal x ( t ) , < t < , such that x ( t ) = 0 for t < 0 , x ( t ) = 2 for 0 t < 1 and x ( t ) = 0 for t 1 . Let E [ x ( t ) ] = | x ( t ) | 2 dt . Which of the following options correctly represents the ratio, E [ x ( t ) ] E [ 3 x ( 3 t + 5 ) ] ?

Options

A

3

B

1

C

1/3

D

1/9

Show Answer

Correct Answer :

Option C

1/3

Solution :

The correct answer/option is 1/3.

To understand why this is the correct answer, let us analyze the energy of a signal under amplitude scaling and time transformation.
Let x(t) be a real-valued signal. The energy of the signal, denoted as E[x(t)], is defined as:
E [ x ( t ) ] = - | x ( t ) | 2 d t

Given:
x ( t ) = 2 for 0t<1, and x(t)=0 otherwise.
We can calculate the energy of x(t) directly:
E [ x ( t ) ] = 0 1 2 2 d t = 0 1 4 d t = 4

Now, let us find the energy of the transformed signal y(t)=3x(-3t+5).
By definition, the energy of y(t) is:
E [ y ( t ) ] = - | 3 x ( - 3 t + 5 ) | 2 d t = 9 - | x ( - 3 t + 5 ) | 2 d t

To evaluate this integral, we perform a change of variable. Let:
u=-3t+5
Differentiating both sides gives:
du=-3dtdt=-13du

As t-, u, and as t, u-. Substituting these into the energy equation:
E [ 3 x ( - 3 t + 5 ) ] = 9 - | x ( u ) | 2 - 13 d u

We can use the negative sign to swap the limits of integration:
E [ 3 x ( - 3 t + 5 ) ] = 93 - | x ( u ) | 2 d u = 3 E [ x ( ) ]

In general, for any signal transformed as Ax(at+b), the energy scales according to:
E [ A x ( a t + b ) ] = A2 |a| E [ x ( t ) ]
Here, A=3 and a=-3, which gives:
E [ 3 x ( - 3 t + 5 ) ] = 32 |-3| E [ x ( ) ] = 3 E [ x ( ) ]

Finally, we compute the required ratio:
E [ x ( t ) ] E [ 3 x ( - 3 t + 5 ) ] = E [ x ( t ) ] 3 E [ x ( t ) ] = 13

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  • GATE
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  • electronics and communication engineering

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