I am new to Digital Filter. I want to know filter Coefficients calculation formula manually for second order Butter Worth Low pass Filter.
And also i want to know sampling and cutoff frequency apply for the input signal. But i know fs > 2fmax for sampling is it correct or not.
Thanks in Advance,
No products are associated with this question.
Do you really need the "filter coefficients calculations formula", or would is be satisfying already to call the function butter() to determine the coefficients?
The sampling frequency depends on your data, and therefore this cannot be answered by the forum, but by yourself only. The cut-off frequency depends on the wanted frequency spectrum, such that it is impossible for us to guess it. The cutoff frequency cannot be higher than the half frame rate - this is more or less obvious e.g. trying to filter a signal at 1kHz must fail, when it has been recorded at 1Hz only.
[EDITED] A boiled down 2nd order Butterworth filter algorithm:
function [B, A] = myButter2ndOrder(W)
V = tan(W * 1.5707963267948966); Sg = V ^ 2; Sp = V * [-1-1i, -1+1i] / sqrt(2);
% Bilinear transform: P = (1 + Sp) ./ (1 - Sp); G = real(Sg / prod(1 - Sp));
% From Zeros, Poles and Gain to numerator and denominator: B = G * [1, 2, 1]; A = real(poly(P));
W is the cut-off frequency in the range 0 < W < 1, so it is relative to the half sample frequency.
Play games and win prizes!Learn more