Created
April 16, 2012 14:50
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Align two signals using correlation
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function [ao, bo, offset, y] = align(a, b) | |
% align two signals a and b | |
% ao and bo are aligned ones with same length | |
% y is the correlation xcorr(a, b) | |
% a_ind + offset -> b_ind | |
% if offset >= 0, cut a, else cut b | |
an = length(a); bn = length(b); | |
N = max(an, bn); | |
y = xcorr(a, b); | |
% y(i) = Rxy(i-N) -> a(n+i-N) ~ b(n) if i >=N, | |
% y(i) = Ryx(N-i) -> b(n+N-i) ~ a(n) if i < N | |
[yy, ii] = max(y); | |
offset = ii - N; | |
if offset >= 0 % offset for a: ii - N | |
ao = a(offset + 1 : end); | |
if (length(ao) > bn), bo = b; ao = ao(1:bn); | |
else bo = b(1:length(ao)); end | |
else % offset for b: N - ii | |
bo = b(-offset + 1 : end); | |
if (length(bo) > an) | |
ao = a; bo = bo(1:an); | |
else | |
ao = a(1:length(bo)); | |
end | |
end | |
end |
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