Math Problem Statement
Find the Fourier transform of given signals. Also plot magnitude and phase. a) π₯(π) = πΏ(π) b) π₯(π) = π π π’(π) (L2/CO2) 6 B
Solution
To find the Fourier Transform of the given signals, let's handle each one step by step.
a)
The Fourier Transform of the discrete-time signal , where is the Kronecker delta function, is a well-known result:
This is because is the identity signal in the discrete-time domain, and its Fourier transform is constant (1) across all frequencies.
- Magnitude of : for all frequencies.
- Phase of : for all frequencies.
b)
Here, , where is the unit step function. The Fourier Transform of this signal can be computed using the standard formula for the discrete-time signal , which is:
Where is the Fourier Transform, and the magnitude and phase of this expression can be computed as follows:
- Magnitude of :
- Phase of :
Now, letβs plot the magnitude and phase of these signals.
Would you like me to go ahead and plot the graphs of the magnitude and phase for both of these functions (for a specific value of in case of the second signal), or would you prefer to focus on the theoretical details?
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Math Problem Analysis
Mathematical Concepts
Fourier Transform
Discrete-Time Signals
Kronecker Delta Function
Unit Step Function
Formulas
X(Ο) = 1 for x(n) = Ξ΄(n)
X(Ο) = 1 / (1 - a * e^(-jΟ)) for x(n) = a^n u(n)
Theorems
Fourier Transform of Kronecker Delta
Fourier Transform of a^n u(n)
Suitable Grade Level
University
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