Performing Haar Wavelet Transform on signal consists of 1000000X1 matrix array

Question

Jimmy 2016-5-22

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https://ww2.mathworks.cn/matlabcentral/answers/285392-performing-haar-wavelet-transform-on-signal-consists-of-1000000x1-matrix-array

Greetings,

I am required to perform Haar wavelet transform for a signal consists of 1000000x1 matrix array data. I'm having difficulties to use the scaling function and keep getting errors as I don't know what is the best scaling function to use for 1000000 data. Attached below is the coding for Haar wavelet which I found from several references.

 %assuming InpSig = data (which consists of 1000000x1 array)
Fs = 50000;
N = length(InpSig);                         %number of data points
freqRes = Fs/N;                             %frequency resolution
freqAxisLab = freqRes*[0:N-1];              %calculate the labels for the frequency axis
fc = centfrq('haar',1);                     %scaling function for haar is calculated based on central frequency and level of iteration
freqrange = [1 freqAxisLab];
scalerange = fc./(freqrange*(1/Fs)); 
scales = scalerange(end):0.05:scalerange(1);%scalerange is the initial value:steps of the scale:end value of the scale
inpSigWAV = cwt(InpSig,scales,'haar','plot');      %CWT calculation
cwt(InpSig, scales,'haar','plot');
figure
plot(freqAxisLab, inpSigWAV,'b')