Question
Download Solution PDFFourier transform of the above signal x(t) = e-a|t| is:
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFExplanation:
The Fourier transform of the signal \(x(t) = e^{-a|t|}\) can be calculated as follows:
Step 1: Definition of Fourier Transform
The Fourier transform of a function \(x(t)\) is defined as:
\[ X(j\omega) = \int_{-\infty}^{\infty} x(t) e^{-j\omega t} dt \]
For the given signal \(x(t) = e^{-a|t|}\), we need to consider the absolute value function. Therefore, the signal can be written as:
\[ x(t) = \begin{cases} e^{at} & \text{for } t < 0 \\ e^{-at} & \text{for } t \ge 0 \end{cases} \]
Step 2: Split the Integral
We can split the integral into two parts: one for \(t < 0\) and one for \(t \ge 0\):
\[ X(j\omega) = \int_{-\infty}^{0} e^{at} e^{-j\omega t} dt + \int_{0}^{\infty} e^{-at} e^{-j\omega t} dt \]
Simplifying the exponents inside the integrals, we get:
\[ X(j\omega) = \int_{-\infty}^{0} e^{(a - j\omega)t} dt + \int_{0}^{\infty} e^{-(a + j\omega)t} dt \]
Step 3: Evaluate the Integrals
Let's evaluate each integral separately.
For the first integral \( \int_{-\infty}^{0} e^{(a - j\omega)t} dt \):
\[ \int_{-\infty}^{0} e^{(a - j\omega)t} dt = \left[ \frac{e^{(a - j\omega)t}}{a - j\omega} \right]_{-\infty}^{0} \]
Evaluating the limits:
\[ \left[ \frac{e^{(a - j\omega)t}}{a - j\omega} \right]_{-\infty}^{0} = \frac{1}{a - j\omega} - \lim_{t \to -\infty} \frac{e^{(a - j\omega)t}}{a - j\omega} \]
Since \(a > 0\), \(e^{(a - j\omega)t}\) approaches 0 as \(t\) approaches \(-\infty\):
\[ \frac{1}{a - j\omega} - 0 = \frac{1}{a - j\omega} \]
For the second integral \( \int_{0}^{\infty} e^{-(a + j\omega)t} dt \):
\[ \int_{0}^{\infty} e^{-(a + j\omega)t} dt = \left[ \frac{-e^{-(a + j\omega)t}}{a + j\omega} \right]_{0}^{\infty} \]
Evaluating the limits:
\[ \left[ \frac{-e^{-(a + j\omega)t}}{a + j\omega} \right]_{0}^{\infty} = 0 - \left( -\frac{1}{a + j\omega} \right) = \frac{1}{a + j\omega} \]
Step 4: Add the Results
Now, combining both integrals, we get:
\[ X(j\omega) = \frac{1}{a - j\omega} + \frac{1}{a + j\omega} \]
To simplify, find a common denominator:
\[ X(j\omega) = \frac{a + j\omega + a - j\omega}{(a - j\omega)(a + j\omega)} = \frac{2a}{a^2 + \omega^2} \]
Therefore, the Fourier transform of \(x(t) = e^{-a|t|}\) is:
\[ X(j\omega) = \frac{2a}{a^2 + \omega^2} \]
Important Information:
To further understand the analysis, let’s evaluate the other options:
Option 1: \(X(j\omega) = \frac{2a}{a+\omega}\)
This option is incorrect because the denominator should be \(a^2 + \omega^2\), not \(a + \omega\).
Option 3: \(X(j\omega) = \frac{a}{a - j\omega}\)
This option is incorrect because it does not account for the full expression obtained from the Fourier transform, and it lacks the correct form of the denominator.
Option 4: \(X(j\omega) = \frac{2a}{a + j\omega}\)
This option is incorrect because it only partially matches one of the terms derived from the Fourier transform calculation and does not include the complete expression.
Conclusion:
Understanding the Fourier transform process and carefully evaluating each integral's limits and results are essential for correctly identifying the transform of a given signal. In this case, the correct Fourier transform of \(x(t) = e^{-a|t|}\) is \(X(j\omega) = \frac{2a}{a^2 + \omega^2}\), making Option 2 the correct choice.
Last updated on May 20, 2025
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