Let X(ω) be the Fourier transform of the signal
The value of the derivative of X(ω) at ω = 0 is __________ (Rounded off to 1 decimal place).
Correct Answer :
Solution :
The correct answer is 0.
To understand why the derivative of the Fourier transform evaluated at is equal to 0, we can analyze the symmetry properties of the signal .
First, let's write down the given signal:
for all real values of (i.e., ).
We check if the signal is even or odd by substituting for :
Since and , we have:
This shows that the signal is an even function of time.
Next, let's look at the relationship between a signal and the derivative of its Fourier transform . The Fourier transform is defined as:
Differentiating both sides with respect to under the integral sign gives:
Evaluating this derivative at yields:
Let's define a new integrand function: . We determine the symmetry of :
Since is an even function, we have , which gives:
Thus, is an odd function of time.
An important mathematical property of odd functions integrated over a symmetric interval around zero is that the integral is zero:
Substituting this result back into our derivative expression:
Therefore, the value of the derivative of the Fourier transform at is exactly 0.
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