I'm trying to implement Hanning and Hamming window functions in C#. I c开发者_JAVA技巧an't find any .Net samples anywhere and I'm not sure if my attempts at converting from C++ samples does the job well.
My problem is mainly that looking at the formulas I imagine they need to have the original number somewhere on the right hand side of the equation - I just don't get it from looking at the formulas. (My math isn't that good yet obviously.)
What I have so far:
public Complex[] Hamming(Complex[] iwv)
{
Complex[] owv = new Complex[iwv.Length];
double omega = 2.0 * Math.PI / (iwv.Length);
// owv[i].Re = real number (raw wave data)
// owv[i].Im = imaginary number (0 since it hasn't gone through FFT yet)
for (int i = 1; i < owv.Length; i++)
// Translated from c++ sample I found somewhere
owv[i].Re = (0.54 - 0.46 * Math.Cos(omega * (i))) * iwv[i].Re;
return owv;
}
public Complex[] Hanning(Complex[] iwv)
{
Complex[] owv = new Complex[iwv.Length];
double omega = 2.0 * Math.PI / (iwv.Length);
for (int i = 1; i < owv.Length; i++)
owv[i].Re = (0.5 + (1 - Math.Cos((2d * Math.PI ) / (i -1)))); // Uhm... wrong
return owv;
}
Here's an example of a Hamming window in use in an open source C# application I wrote a while back. It's being used in a pitch detector for an autotune effect.
You can use the Math.NET library.
double[] hannDoubles = MathNet.Numerics.Window.Hamming(dataIn.Length);
for (int i = 0; i < dataIn.Length; i++)
{
dataOut[i] = hannDoubles[i] * dataIn[i];
}
See my answer to a similar question: https://stackoverflow.com/a/42939606/246758
The operation of "windowing" means multiplying a signal by a window function. This code you found appears to generate the window function and scale the original signal. The equations are for just the window function itself, not the scaling.
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