How is the Fourier transform of the rectangular pulse function computed?
The Fourier transform of the rectangular pulse function is computed by substituting its piecewise definition into the integral definition of the Fourier transform. Because is zero outside the interval and equals 1 inside, the infinite integral reduces to a finite integral over . Using Euler's formula, the complex exponential is expanded into cosine and sine terms. The sine term integrates to zero over the symmetric interval because it is an odd function, while the cosine term is an even function, allowing the integral to be simplified to twice the integral over . Evaluating this definite integral yields the final result .
Conditions
- The function is defined as for and otherwise.
- The Fourier transform is defined as .
- is a real number.
Reasoning, step by step
- Write the definition of the Fourier transform: .
- Substitute the piecewise definition of , restricting the integration limits to where : .
- Apply Euler's formula to expand the integrand: .
- Separate the integral into real and imaginary parts: .
- Evaluate the sine integral: Since is an odd function and the interval is symmetric about the origin, .
- Evaluate the cosine integral: Since is an even function, .
- Compute the antiderivative: .
- Substitute the limits: .
- Conclude that .
- Note that for , the limit is taken, yielding .
Example
The video explicitly derives this on the whiteboard: ''.
Common misconceptions
- Assuming the integral of the sine term is non-zero; it vanishes due to the odd symmetry over a symmetric interval.
- Forgetting to adjust the integration limits from to based on the support of .
- Confusing the variable of integration () with the frequency variable () during the antiderivative step.
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