Electronic – Concept of convolution

convolution

I am having trouble understanding the concept of convolution. I get the mathematical idea behind it. I am able to evaluate that the convolution of the following problem enter image description here
is $$f*g(t) = {0,\ \ t <= -1,\ \ t >= 1;\\ t+1, -1 <= t <= 0;\\ 1 – t,\ \ 0 <= t <=1}$$
However, what exactly is happening to the signal on more physical level?

Best Answer

Convolution basically tells you how similar two signals are as one of them is shifted in the x-axis and reflected. So consider taking your signal \$g\$ and shifting it by various amounts. The convolution will have a peak when the two signals are mirror images across the y-axis. In this case, they already are, so the peak convolution occurs with a shift of 0.

The most important thing to understand is that the meaning of the x and y axes have changed from (time, value) to (shift, alignment).

I've ignored the meaning of the y-axis magnitude. When I've used the convolution before it's been with normalized signals so that the values ranged from 0 to 1, but that is certainly not always the case.

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