Which one of the following is the correct relation ? (a > 0) 

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NIELIT Scientific Assistant ECE 5 Dec 2021 Official Paper
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  1. F(at) \(\overset{FT}{\rightleftharpoons}\) aF(ω/a) 
  2. F(at) \(\overset{FT}{\rightleftharpoons}~\)aF(aω) 
  3. F(t/a) \(\overset{FT}{\rightleftharpoons}~\)aF(ω/a)
  4. F(at) \(\overset{FT}{\rightleftharpoons}~\) (1/a)F(ω/a)

Answer (Detailed Solution Below)

Option 4 : F(at) \(\overset{FT}{\rightleftharpoons}~\) (1/a)F(ω/a)
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Detailed Solution

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The correct answer is option 4

Concept:

The time scaling property of Fourier transform states that:

If \(x\left( t \right)\mathop \leftrightarrow \limits^{\;FT\;} X\left( \omega \right)\)

Then:

\(x\left( {at} \right)\mathop \leftrightarrow \limits^{\;FT\;} \frac{1}{{\left| a \right|}}X\left( {\frac{\omega }{a}} \right)\)

‘a’ any real constant.

Proof:

For a > 0:

\(FT\left[ {x\left( {at} \right)} \right] = \mathop \smallint \limits_{ - \infty }^{ + \infty } x\left( {at} \right){e^{ - j\omega t}}dt\)

Let at = τ. Thus adt = dτ

The above expression can now be written as:

\( = \frac{1}{a}\mathop \smallint \limits_{ - \infty }^{ + \infty } x\left( \tau \right){e^{ - j\left( {\frac{\omega }{a}} \right)\tau }}d\tau = \frac{1}{a}X\left( {\frac{\omega }{a}} \right)\)

For a < 0:

\(FT\left[ {x\left( { - at} \right)} \right] = \mathop \smallint \limits_{ - \infty }^{ + \infty } x\left( { - at} \right){e^{ - j\omega t}}dt\)

Let -at = ui – adt = du

\( = - \frac{1}{a}\mathop \smallint \limits_{ - \infty }^{ + \infty } x\left( u \right){e^{ - j\left( { - \frac{\omega }{a}} \right)u}}du\)

\(= \frac{1}{2}\mathop \smallint \limits_{ - \infty }^{ + \infty } x\left( u \right){e^{ - j\left( { - \frac{\omega }{a}} \right)u}}du = \frac{1}{a}X\left( { - \frac{\omega }{a}} \right)\)

\(\therefore FT\left[ {x\left( {at} \right)} \right] = \frac{1}{{\left| a \right|}}X\left( {\frac{\omega }{a}} \right)\)

Note:

The scaling property states that time compression of signal results in its spectral expansion and vice-versa.
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