Thursday, 16 March 2017

Convolution and Correlation

Convolution and Correlation

To perform and verify the results of the theoretical concepts in Digital Signal Processing, it is very important to have a good command over a programming language like C.
Through the first experiment, output of Convolution ( Linear, Circular and Linear Convolution using circular) and Correlation (Auto and Cross) codes were verified with the results of mathematical method.
Convolution is a method of combining two signals and gives an output signal. So two signals of different length were taken for Linear and Circular convolution and aliasing effect was observed in case of Circular convolution. Application of Convolution is to find the output of the system.
Correlation is a measure of degree of similarity between two signals. We found the Auto-Correlation and Cross Correlation of original, delayed and scaled signal

11 comments:

  1. What is the significance of the value at y(0) in autocorrelation?

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    Replies
    1. The value at y(0) in aftercorrelation gives the Energy of the signal.

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  2. Is auto correlation of delayed signal same as that of original signal?

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    Replies
    1. Yes. Autocorrelation of delayed signal is same as that of autocorrelation of the original signal.

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