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Question

A continuous real-valued signal $x(t)$ has finite positive energy and $x(t) = 0, \forall t < 0$. From the list given below, select ALL the signals whose continuous-time Fourier transform is purely imaginary.

The question asks to identify signals from a given list whose Continuous-Time Fourier Transform (CTFT) is purely imaginary. We are given a real-valued signal $x(t)$ with finite energy and $x(t)=0$ for $t<0$.

Understanding CTFT Properties

Let $X(\omega)$ be the CTFT of a real signal $x(t)$. We know the following properties:

  • The CTFT of an even real signal is real.
  • The CTFT of an odd real signal is purely imaginary.

Let's analyze the symmetry of each option and determine the nature of its CTFT.

Analysis of Options

Let $y(t)$ be the signal in each option, and $Y(\omega)$ its CTFT.

Option 1: $y_1(t) = x(t) + x(-t)$

  • Symmetry: Since $x(t)$ is causal ($x(t)=0$ for $t<0$), $x(-t)=0$ for $t>0$.
    • For $t>0$, $y_1(t) = x(t) + 0 = x(t)$.
    • For $t<0$, let $t = -a$ where $a>0$. Then $y_1(-a) = x(-a) + x(-(-a)) = 0 + x(a) = x(a)$. Also, $y_1(a) = x(a) + x(-a) = x(a) + 0 = x(a)$. Thus, $y_1(-a) = y_1(a)$.
    • For $t=0$, $y_1(0) = x(0) + x(0) = 2x(0)$.
    Therefore, $y_1(t)$ is an even function.
  • CTFT: The CTFT of a real even function is real. $Y_1(\omega) = \text{Re}\{X(\omega)\}$. This is not purely imaginary.

Option 2: $y_2(t) = x(t) - x(-t)$

  • Symmetry:
    • For $t>0$, $y_2(t) = x(t) - 0 = x(t)$.
    • For $t<0$, let $t = -a$ where $a>0$. Then $y_2(-a) = x(-a) - x(-(-a)) = 0 - x(a) = -x(a)$. Also, $y_2(a) = x(a) - x(-a) = x(a) - 0 = x(a)$. Thus, $y_2(-a) = -y_2(a)$.
    • For $t=0$, $y_2(0) = x(0) - x(0) = 0$.
    Therefore, $y_2(t)$ is an odd function.
  • CTFT: The CTFT of a real odd function is purely imaginary. $Y_2(\omega) = j \text{Im}\{X(\omega)\}$. This is purely imaginary.

Option 3: $y_3(t) = j(x(t) + x(-t))$

  • Symmetry: $y_3(t) = j \cdot y_1(t)$, where $y_1(t)$ is the even function from Option 1.
  • CTFT: $Y_3(\omega) = j \cdot Y_1(\omega)$. Since $Y_1(\omega)$ is real (from Option 1 analysis), $Y_3(\omega)$ is $j$ times a real number, which is purely imaginary.

Option 4: $y_4(t) = j(x(t) - x(-t))$

  • Symmetry: $y_4(t) = j \cdot y_2(t)$, where $y_2(t)$ is the odd function from Option 2.
  • CTFT: $Y_4(\omega) = j \cdot Y_2(\omega)$. Since $Y_2(\omega)$ is purely imaginary, let $Y_2(\omega) = j K(\omega)$ where $K(\omega)$ is real. Then $Y_4(\omega) = j (j K(\omega)) = -K(\omega)$. Since $K(\omega)$ is real, $-K(\omega)$ is real. This is not purely imaginary.

Conclusion

Based on the analysis, the signals whose CTFT is purely imaginary are:

  • Option 2: $x(t) - x(-t)$ (an odd function)
  • Option 3: $j(x(t) + x(-t))$ (j times the CTFT of an even function)

Therefore, the correct options are 2 and 3.

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Important Questions from Fourier Transform

  1. Match the LIST-I with LIST-II
    LIST-ILIST-II
    A. Continuous and periodic signalI. continuous time Fourier series
    B. Continuous and aperiodic signalII. discrete time Fourier series
    C. Discrete and periodic signalIII. continuous time Fourier transform
    D. Discrete and aperiodic signalIV. discrete time Fourier transform
    Choose the correct answer from the options given below:
  2. The Fourier transform of the signal $x(t)=e^{at}u(-t)$, $a0$ is
  3. The Fourier transform for the given waveform. 

  4. Fourier transform or Fourier integral of a function f(t) is given by

  5. Match the following :

    List - IList - II (spectrum |G(w)| in the original figure) 
    (a) Rectangular Pulse(i)
    (b) Double-sided Exponential(ii)
    (c) Cosine Pulse(iii)
    (d) Damped Sine(iv)

    Codes :

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