%% Frequency response of Daub6 filters % I use the *daub.m* command from Uvi_Wave.300 to create the daub6 filters, % then create the z-transforms of the analysis filters evaluated at $e^{-i\omega % }$ and plot their absolute values. %% syms w [h,g,rh,rg]=daub(6); v = exp(-5*i*w); for j=2:6 v = [v exp(-(6-j)*i*w)]; end H0 = v*h'; H1 = v*rh'; fplot(abs(H0)) hold on fplot(abs(H1)) axis([0 pi 0 1.5]) xticks([0 pi/4 pi/2 3*pi/4 pi]) xticklabels({'0','.25','.5','.75','1'}) xlabel('frequency \omega (multiples of \pi') annotation('textarrow',[0.2894 0.4344],[0.6475 0.7713],'String','lowpass filter') annotation('textarrow',[0.6778 0.6122],[0.6948 0.804],'String','highpass filter') title('Frequency response of Daub6 analysis filters') %% % Notice that the highpass filter is the mirror image of the lowpass filter % about $\omega =\frac{\pi }{2}$, which we expect since Daub6 is an orthogonal % filter bank.