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Outline Correlation. Crosscorrelation Crosscorrelation describes the similarity between two time series. For us a trace consists of a series of amplitude.

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Presentation on theme: "Outline Correlation. Crosscorrelation Crosscorrelation describes the similarity between two time series. For us a trace consists of a series of amplitude."— Presentation transcript:

1 Outline Correlation

2 Crosscorrelation Crosscorrelation describes the similarity between two time series. For us a trace consists of a series of amplitude values at regular intervals of time or a time series. Mathematically, crosscorrelation is like convolution, but where none of the traces are reversed prior to the steps involving shifting, multiplication and addition (See lecture PowerPoint Presentation entitled “CMP”)

3 Correlation of two traces Wavelet 1 has the same shape as wavelet 2. Wavelet 2 is a “time-advanced” version of wavelet 1 by 2 units of time Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0

4 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=0 Crosscorrelation

5 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=1 -2 Crosscorrelation

6 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=2 6 Crosscorrelation

7 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=3 1 Crosscorrelation

8 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=4 -2 Crosscorrelation

9 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=5 Crosscorrelation

10 Correlation of Wavelet 1 with 2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=6 Crosscorrelation

11 The maximum value of the correlation is 6 at time =2 Wavelet 2: 0,0,2,1,-1 Wavelet 1: 2,1,-1,0,0 FIXED (FIXED) TIME=7 Crosscorrelation


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