Question
Download Solution PDFWhich one of the following is the correct relation ? (a > 0)
Answer (Detailed Solution Below)
Detailed Solution
Download Solution PDFThe 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.Last updated on Feb 20, 2025
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