Question Details

Let  x 1 (t) = cos ( 2πnt ) and  x 2 (t) = 2 sin ( 4πnt ) represent two sinusoids for a positive integer n .

Which of the following statements about  x 1 (t) and x 2 (t) is/are valid?


Options

A

x 1 ( t ) and x 2 ( t ) are orthogonal to each other over 0 t < 1 n


B

x 1 ( t ) and x 2 ( t ) are orthonormal to each other over 0 t < 1 n

C

x 2 ( t ) is a harmonic of x 1 ( t )

D

x 1 ( t ) and x 2 ( t ) are non-orthogonal to each other over 0 t < 1 2 n

Show Answer

Correct Answer :

Option D

x 1 ( t ) and x 2 ( t ) are non-orthogonal to each other over 0 t < 1 2 n

Solution :

The correct option is:
x 1 ( t ) and x 2 ( t ) are non-orthogonal to each other over 0 t < 1 2 n

Step-by-Step Explanation:

Two real-valued signals, x 1 ( t ) and x 2 ( t ) , are orthogonal to each other over a time interval t a t < t b if their inner product (the integral of their product over the interval) is equal to zero:
t a t b x 1 ( t ) x 2 ( t ) d t = 0
If the integral is non-zero, the signals are non-orthogonal.

Let us evaluate the product of the two given sinusoids:
x 1 ( t ) = cos ( 2 π n t )
x 2 ( t ) = 2 sin ( 4 π n t )

Using the product-to-sum trigonometric identity 2 sin ( A ) cos ( B ) = sin ( A + B ) + sin ( A - B ) , where we let A = 4 π n t and B = 2 π n t , we obtain:
x 1 ( t ) x 2 ( t ) = 2 sin ( 4 π n t ) cos ( 2 π n t ) = sin ( 6 π n t ) + sin ( 2 π n t )

Now, we calculate the integral of this product over the interval 0 t < 1 2 n :
I = 0 1 2 n sin ( 6 π n t ) + sin ( 2 π n t ) d t

Integrating each term individually gives:
I = - cos ( 6 π n t ) 6 π n - cos ( 2 π n t ) 2 π n 0 1 2 n

Substitute the upper limit t = 1 2 n :
cos 6 π n 1 2 n = cos ( 3 π ) = - 1
cos 2 π n 1 2 n = cos ( π ) = - 1

Substitute the lower limit t = 0 :
cos ( 0 ) = 1

Evaluating the integral:
I = - - 1 6 π n - - 1 2 π n - - 1 6 π n - 1 2 π n
I = 1 6 π n + 1 2 π n + 1 6 π n + 1 2 π n
I = 2 6 π n + 2 2 π n = 1 3 π n + 1 π n = 4 3 π n

Since n > 0 , the integral value 4 3 π n is strictly non-zero. Therefore, x 1 ( t ) and x 2 ( t ) are indeed non-orthogonal to each other over the interval 0 t < 1 2 n .

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  • GATE
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  • electronics and communication engineering

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