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3.4.3 Notch and comb filters To remove periodic artifacts

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Presentation on theme: "3.4.3 Notch and comb filters To remove periodic artifacts"— Presentation transcript:

1 3.4.3 Notch and comb filters To remove periodic artifacts
(periodic in the time domain) (discrete in the frequency domain)

2 3.4.3 Notch and comb filters To remove periodic artifacts
(periodic in the time domain) (discrete in the frequency domain) Figure 3.40

3 DC gain = ?

4 Figure 3.41

5 Figure 3.42

6

7 Figure 3.43

8 Figure 3.44

9 Figure 3.45

10 3.5 Optimal filtering: the Wiener filter

11 3.6 Adaptive filters for removal of interference

12 3.7 filter selection Synchronized averaging:
Signal: stationary or cyclo-stationary Signal: Periodic or quasi-periodic Synchronization is possible Noise: stationary, random, uncorrelated with the signal, zero mean

13 MA averaging: Signal: stationary (over the window duration) Noise: stationary (over the window duration) , zero mean Signal: low-frequency on-line, real-time

14 Frequency-domain fixed filter:
Signal: stationary Noise: stationary signal is band-limited or noise is band-limited

15 Optimal filter: * Signal: stationary

16 Adaptive filter: Signal: not necessarily stationary uncorelated between signal and noise No information about the signal and the noise Reference is available

17 Adaptive filter:

18 HW

19 5. N = 2 - 8 Fc = 0.5 – 5


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