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Fourier representation for discrete-time signals And Sampling Theorem

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Presentation on theme: "Fourier representation for discrete-time signals And Sampling Theorem"— Presentation transcript:

1 Fourier representation for discrete-time signals And Sampling Theorem
Lecture #05 Fourier representation for discrete-time signals And Sampling Theorem meiling chen signals & systems

2 Fourier series for periodic discrete signals
Fourier Transform for nonperiodic discrete signals meiling chen signals & systems

3 Example 3.2 meiling chen signals & systems

4 meiling chen signals & systems

5 Example Inverse DTFS meiling chen signals & systems

6 Example 3.17 Find DTFT of the sequence
meiling chen signals & systems

7 meiling chen signals & systems

8 Example 3.18 Find DTFT of the sequence
meiling chen signals & systems

9 meiling chen signals & systems

10 Example 3.17 Find DTFT of a unit impulse spectrum
Example Find Inverse DTFT of a unit impulse spectrum meiling chen signals & systems

11 meiling chen signals & systems

12 Sampling Sampling is a process of converting a signal into a numeric sequence (a function of discrete time or space). The sampling theorem states that exact reconstruction of a continuous time baseband signal from its samples is possible if the signal is bandlimited and the sample frequency is greater than twice the signal bandwidth. meiling chen signals & systems

13 meiling chen signals & systems

14 Take Fourier transform
For example meiling chen signals & systems

15 Fourier transform of p(t)
Example 4.2 Fourier series of p(t) Fourier transform of p(t) meiling chen signals & systems

16 Fourier series Fourier Transform (v) Frequency shifting modulation
meiling chen signals & systems

17 Case I: Case II: Aliasing meiling chen signals & systems

18 Sampling theorem : Let represent a band-limited signal,
so that for If , where Is the sampling frequency, then is uniquely determined by its samples The minimum sampling frequency, Nyquist sampling rate. meiling chen signals & systems

19 meiling chen signals & systems


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