Task 2:a) Prove the time shifting property for the CTFT using the signal ๐ฅ = ๐ก๐โ๐ก2. The time shiftgiven to this signal is๐ก0 = 3. Plot the signals in time domain using subplot.b) Using the input signal ๐ฆ = ๐โ๐ก2, prove the differentiation property of the CTFT. Plot thesignals in time domain using subplot
Question
Task 2:a) Prove the time shifting property for the CTFT using the signal ๐ฅ = ๐ก๐โ๐ก2. The time shiftgiven to this signal is๐ก0 = 3. Plot the signals in time domain using subplot.b) Using the input signal ๐ฆ = ๐โ๐ก2, prove the differentiation property of the CTFT. Plot thesignals in time domain using subplot
Solution
To prove the time shifting property for the Continuous-Time Fourier Transform (CTFT) using the signal ๐ฅ = ๐ก๐โ๐ก2, we need to follow these steps:
a) Time shifting property for CTFT:
- Start with the given signal ๐ฅ = ๐ก๐โ๐ก2.
- Apply the time shift ๐ก0 = 3 to the signal ๐ฅ. This means replacing ๐ก with ๐กโ๐ก0 in the expression for ๐ฅ. So, the time-shifted signal is ๐ฅ(๐กโ๐ก0) = (๐กโ๐ก0)๐โ(๐กโ๐ก0)2.
- Simplify the expression for the time-shifted signal ๐ฅ(๐กโ๐ก0) as much as possible.
- Plot the original signal ๐ฅ and the time-shifted signal ๐ฅ(๐กโ๐ก0) in the time domain using subplot.
b) Differentiation property of CTFT:
- Consider the input signal ๐ฆ = ๐โ๐ก2.
- Apply the differentiation property of CTFT to the signal ๐ฆ. This property states that taking the derivative of a signal in the time domain corresponds to multiplying the CTFT of the signal by ๐2๐๐, where ๐ is the frequency variable.
- Calculate the CTFT of the signal ๐ฆ, which is denoted as ๐(๐).
- Multiply ๐(๐) by ๐2๐๐ to obtain the CTFT of the differentiated signal.
- Plot the original signal ๐ฆ and the differentiated signal in the time domain using subplot.
Please note that the specific calculations and plots will depend on the mathematical expressions and the software or programming language you are using.
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