Is my code is correct for wavelet packet decomposition of EEG signal taken by emotiv (Sampling freq-128hz)?
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Hi friends...........
i am something confused between wpcoef and wprec.
i wrote a code to decompose the signal x by wavelet packet decomposition and reconstruction upto 5th level.
% wavelet packet decomposition upto 5th level by db4 %
wpt = wpdec(x,5,'db4'); %( T = wpdec(X,N,'wname'))
% wavelet reconstruction
C0 = wpcoef(wpt,[5 0]);
C1 = wpcoef(wpt,[5 1]);
C2 = wpcoef(wpt,[5 2]);
C3 = wpcoef(wpt,[5 3]);
C4 = wpcoef(wpt,[5 4]);
C5 = wpcoef(wpt,[5 5]);
C6 = wpcoef(wpt,[5 6]);
C7 = wpcoef(wpt,[5 7]);
C8 = wpcoef(wpt,[3 1]);
C9 = wpcoef(wpt,[3 2]);
% different frequency bands
Delta_x = C0;
Theta_x = C1;
Alpha_x = C2;
BetaL_x = [C3,C4,C5];
BetaH_x = [C6,C7];
Gamma_x = [C8,C9];
Are the Delta_x, Theta_x ,Alpha_x, BetaL_x, BetaH_x, Gamma_x the real reconstructed signal to use further for featute extraction or not?
how should i use here wprec?
please tell me as soon as possible?
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