/// <summary>
/// The inverse of a FFT (Fast Fourier Transform).
/// </summary>
/// <param name="complex">An array of complex data (real amplitude and imaginary phase).
/// For each complex pair the index is the real part and the value is the imaginary part.</param>
/// <returns>An array of inverse FFT values or "FAILED".</returns>
public static Primitive FFTInverse(Primitive complex)
{
try
{
Type PrimitiveType = typeof(Primitive);
Dictionary <Primitive, Primitive> dataMap;
dataMap = (Dictionary <Primitive, Primitive>)PrimitiveType.GetField("_arrayMap", BindingFlags.NonPublic | BindingFlags.Static | BindingFlags.IgnoreCase | BindingFlags.Instance).GetValue(complex);
int length = dataMap.Count;
Complex[] complexData = new Complex[length];
int i = 0;
foreach (KeyValuePair <Primitive, Primitive> kvp in dataMap)
{
string[] values = ((string)kvp.Value).Split(new char[] { '=', ';' });
double real = double.Parse(values[0]);
double imaginary = double.Parse(values[1]);
complexData[i++] = new Complex(real, imaginary);
}
Fourier.BluesteinInverse(complexData, FourierOptions.Default);
string result = "";
for (i = 0; i < length; i++)
{
result += (i + 1).ToString() + "=" + complexData[i].Real.ToString(CultureInfo.InvariantCulture) + ";";
}
return(Utilities.CreateArrayMap(result));
}
catch (Exception ex)
{
Utilities.OnError(Utilities.GetCurrentMethod(), ex);
return("FAILED");
}
}
public void FourierBluesteinIsReversible(FourierOptions options)
{
var samples = Generate.RandomComplex(0x7FFF, GetUniform(1));
var work = new Complex[samples.Length];
samples.CopyTo(work, 0);
Fourier.BluesteinForward(work, options);
Assert.IsFalse(work.ListAlmostEqual(samples, 6));
Fourier.BluesteinInverse(work, options);
AssertHelpers.AlmostEqual(samples, work, 10);
}
public void Backward(Complex32[] spectrum, FourierTransformScaling scaling)
{
switch (scaling)
{
case FourierTransformScaling.SymmetricScaling:
Fourier.BluesteinInverse(spectrum, FourierOptions.Default);
break;
case FourierTransformScaling.BackwardScaling:
Fourier.BluesteinInverse(spectrum, FourierOptions.AsymmetricScaling);
break;
default:
Fourier.BluesteinInverse(spectrum, FourierOptions.NoScaling);
break;
}
}
public void BackwardInplace(Complex[] complex, FourierTransformScaling scaling)
{
switch (scaling)
{
case FourierTransformScaling.SymmetricScaling:
Fourier.BluesteinInverse(complex, FourierOptions.Default);
break;
case FourierTransformScaling.BackwardScaling:
Fourier.BluesteinInverse(complex, FourierOptions.AsymmetricScaling);
break;
default:
Fourier.BluesteinInverse(complex, FourierOptions.NoScaling);
break;
}
}
public void Forward(Complex[] samples, FourierTransformScaling scaling)
{
switch (scaling)
{
case FourierTransformScaling.SymmetricScaling:
Fourier.BluesteinForward(samples, FourierOptions.Default);
break;
case FourierTransformScaling.ForwardScaling:
// Only backward scaling can be expressed with options, hence the double-inverse
Fourier.BluesteinInverse(samples, FourierOptions.AsymmetricScaling | FourierOptions.InverseExponent);
break;
default:
Fourier.BluesteinForward(samples, FourierOptions.NoScaling);
break;
}
}