Discrete convolution step-by-step

The output of an LTI filter $y[n]$ can be obtained by convolving an input $x[n]$ with the filter’s impulse response $h[n]$ . This discrete convolution operation can be understood as “flipping” $h$ and running it over $x$ , computing the sum of point-wise products of the overlapping samples at each time step.