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Fourier transform of a CT signal

Short answer

Assuming x(t)=e^{-a|t|}, a>0, split the integral into t<0 and t>0, integrate e^{at} and e^{-at} with e^{-jωt}. The Fourier transform is X(jω)=2a/(a^2+ω^2).

Obtain the Fourier transform of the continuous-time signal. [The signal is not printed on the paper.]

The signal was not printed on the paper, so a common exam signal is assumed here: the two-sided exponential x(t)=e−a∣t∣x(t) = e^{-a|t|}, a>0a > 0. The same method applies to any other signal.

Definition used:

X(jω)=∫−∞∞x(t) e−jωt dtX(j\omega) = \int_{-\infty}^{\infty} x(t)\,e^{-j\omega t}\,dt

Step 1: split the signal. e−a∣t∣=eate^{-a|t|} = e^{at} for t<0t<0 and e−ate^{-at} for t>0t>0:

X(jω)=∫−∞0eate−jωtdt+∫0∞e−ate−jωtdtX(j\omega) = \int_{-\infty}^{0} e^{at}e^{-j\omega t}dt + \int_{0}^{\infty} e^{-at}e^{-j\omega t}dt

Step 2: integrate each part.

∫−∞0e(a−jω)tdt=[e(a−jω)ta−jω]−∞0=1a−jω∫0∞e−(a+jω)tdt=[e−(a+jω)t−(a+jω)]0∞=1a+jω\begin{aligned} \int_{-\infty}^{0} e^{(a-j\omega)t}dt &= \left[\frac{e^{(a-j\omega)t}}{a-j\omega}\right]_{-\infty}^{0} = \frac{1}{a-j\omega} \\ \int_{0}^{\infty} e^{-(a+j\omega)t}dt &= \left[\frac{e^{-(a+j\omega)t}}{-(a+j\omega)}\right]_{0}^{\infty} = \frac{1}{a+j\omega} \end{aligned}

Both limits at ±∞\pm\infty go to zero because a>0a>0.

Step 3: add.

X(jω)=1a−jω+1a+jω=2aa2+ω2X(j\omega) = \frac{1}{a-j\omega} + \frac{1}{a+j\omega} = \frac{2a}{a^2+\omega^2}

Result:

  • X(jω)X(j\omega) is real, positive and even, because x(t)x(t) is real and even. So the phase is 00 for all ω\omega.
  • Peak value X(0)=2aX(0) = \frac{2}{a} (equal to the area under x(t)x(t)); it falls to half at ω=±a\omega = \pm a.
  • A larger aa (faster decay in time) gives a wider spectrum: time and frequency widths are inversely related.
  X(jw)
 2/a ^
     |    ..
     |  .    .
 1/a |.--------.   (half value at w = +/- a)
    .|          .
 ..  |            ..
-----+-------------------> w
    -a   0    a

If the question paper shows a different signal, use the same steps: write x(t)x(t) piece by piece, apply the definition (or known pairs and properties such as shifting and scaling), and simplify.

All Signals and Systems chapter 3 questions →