public void Radix2ThrowsWhenNotPowerOfTwo()
{
var samples = SignalGenerator.Random((u, v) => new Complex(u, v), GetUniform(1), 0x7F);
var dft = new DiscreteFourierTransform();
Assert.Throws(typeof(ArgumentException), () => dft.Radix2Forward(samples, FourierOptions.Default));
Assert.Throws(typeof(ArgumentException), () => dft.Radix2Inverse(samples, FourierOptions.Default));
Assert.Throws(typeof(ArgumentException), () => DiscreteFourierTransform.Radix2(samples, -1));
Assert.Throws(typeof(ArgumentException), () => DiscreteFourierTransform.Radix2Parallel(samples, -1));
}
public void FourierRadix2IsReversible(FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = SignalGenerator.Random((u, v) => new Complex(u, v), GetUniform(1), 0x8000);
var work = new Complex[samples.Length];
samples.CopyTo(work, 0);
dft.Radix2Forward(work, options);
Assert.IsFalse(work.ListAlmostEqual(samples, 6));
dft.Radix2Inverse(work, options);
AssertHelpers.ListAlmostEqual(samples, work, 12);
}
public void FourierRadix2MatchesNaiveOnRealSine(FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = SignalGenerator.EquidistantPeriodic(w => new Complex(Math.Sin(w), 0), Constants.Pi2, 0, 16);
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveForward(s, options),
s => dft.Radix2Forward(s, options));
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveInverse(s, options),
s => dft.Radix2Inverse(s, options));
}
public void FourierRadix2MatchesNaiveOnRandom(FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = SignalGenerator.Random((u, v) => new Complex(u, v), _uniform, 0x80);
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveForward(s, options),
s => dft.Radix2Forward(s, options));
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveInverse(s, options),
s => dft.Radix2Inverse(s, options));
}
public void FourierRadix2MatchesNaiveOnRealSine([Values(FourierOptions.Default, FourierOptions.Matlab, FourierOptions.NumericalRecipes)] FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = SignalGenerator.EquidistantPeriodic(w => new Complex(Math.Sin(w), 0), Constants.Pi2, 0, 16);
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveForward(s, options),
s => dft.Radix2Forward(s, options));
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveInverse(s, options),
s => dft.Radix2Inverse(s, options));
}
public void FourierRadix2IsReversible(FourierOptions options)
{
var dft = new DiscreteFourierTransform();
VerifyIsReversibleComplex(
0x8000,
1e-12,
s =>
{
dft.Radix2Forward(s, options);
return(s);
},
s =>
{
dft.Radix2Inverse(s, options);
return(s);
});
}
public void Radix2ThrowsWhenNotPowerOfTwo()
{
var samples = SignalGenerator.Random((u, v) => new Complex(u, v), GetUniform(1), 0x7F);
var dft = new DiscreteFourierTransform();
Assert.Throws(
typeof (ArgumentException),
() => dft.Radix2Forward(samples, FourierOptions.Default));
Assert.Throws(
typeof (ArgumentException),
() => dft.Radix2Inverse(samples, FourierOptions.Default));
Assert.Throws(
typeof (ArgumentException),
() => DiscreteFourierTransform.Radix2(samples, -1));
Assert.Throws(
typeof (ArgumentException),
() => DiscreteFourierTransform.Radix2Parallel(samples, -1));
}
public void FourierRadix2IsReversible([Values(FourierOptions.Default, FourierOptions.Matlab)] FourierOptions options)
{
var dft = new DiscreteFourierTransform();
VerifyIsReversibleComplex(
0x8000,
1e-12,
s =>
{
dft.Radix2Forward(s, options);
return s;
},
s =>
{
dft.Radix2Inverse(s, options);
return s;
});
}
public void FourierRadix2MatchesNaiveOnRandom(FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = SignalGenerator.Random((u, v) => new Complex(u, v), GetUniform(1), 0x80);
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveForward(s, options),
s => dft.Radix2Forward(s, options));
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveInverse(s, options),
s => dft.Radix2Inverse(s, options));
}
public void FourierRadix2MatchesNaiveOnRealSine(FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = Sample.EquidistantPeriodic(w => new Complex(Math.Sin(w), 0), Constants.Pi2, 0, 16);
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveForward(s, options),
s => dft.Radix2Forward(s, options));
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveInverse(s, options),
s => dft.Radix2Inverse(s, options));
}
public void FourierRadix2MatchesNaiveOnRandom([Values(FourierOptions.Default, FourierOptions.Matlab, FourierOptions.NumericalRecipes)] FourierOptions options)
{
var dft = new DiscreteFourierTransform();
var samples = SignalGenerator.Random((u, v) => new Complex(u, v), _uniform, 0x80);
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveForward(s, options),
s => dft.Radix2Forward(s, options));
VerifyMatchesNaiveComplex(
samples,
1e-12,
s => dft.NaiveInverse(s, options),
s => dft.Radix2Inverse(s, options));
}
