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Fourier Transform Comp344 Tutorial Kai Zhang. Outline Fourier Transform (FT) Properties Fourier Transform of regular signals Exercises.

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Presentation on theme: "Fourier Transform Comp344 Tutorial Kai Zhang. Outline Fourier Transform (FT) Properties Fourier Transform of regular signals Exercises."— Presentation transcript:

1 Fourier Transform Comp344 Tutorial Kai Zhang

2 Outline Fourier Transform (FT) Properties Fourier Transform of regular signals Exercises

3 Popular forms of FT

4 Period and Frequency Imagine a rod spinning around the center, taking 2 seconds for one round Period T = 2 (second) Ordinary frequency f = 0.5 (Hz or times/second) Angular frequency ω = 1 (degree/second) Remember

5 FT Properties Property 1: time domain shifting (or delay) Proof

6 FT Properties Property 2: frequency domain shifting Proof

7 FT Properties Property 3: scaling Proof

8 FT Properties Property 4: time domain differentiation Proof Question: what about

9 FT Properties Property 5: Symmetry Proof:

10 Some common FT-pairs Impulse function

11 Some common FT-pairs Complex exponential function Using the frequency domain shifting property, and symmetry property

12 Some common FT-pairs Sine function By using the Euler formula and delay property

13 Some common FT-pairs Rectangular function

14 Some common FT-pairs Gaussian function

15 More Example Let f(t)-F(w) be a FT-pair. Now compute the FT of g(t) = f(t)cos(t). using Euler’s Formula and FT frequency shifting property

16 Exercise Compute the FT of the following signals u(t)cos( ω 0 t) u(t)sin( ω 0 t)e -at e -|a|t u(t)e -at u(t)te -at Here u(t) is the heavyside step function


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