public ComplexCapsule GetWalsh()
{
DataCapsule loaded = SerializationLogics.Deserialize();
List <Complex> result = new List <Complex>();
Complex sum;
int m = 0;
while (Math.Pow(2, m) <= loaded.XValues.Count)
{
m++;
}
loaded.Take((int)Math.Pow(2, --m));
double[][] matrix = TransformationsLogics.GetMatrix(m);
for (int i = 0; i < loaded.XValues.Count; i++)
{
sum = Complex.Zero;
for (int j = 0; j < Math.Pow(2, m); j++)
{
sum += loaded.YValues[j] * matrix[i][j];
}
sum /= loaded.YValues.Count;//(double)(Math.Pow(Math.Sqrt(2.0), m));
result.Add(sum);
}
return(new ComplexCapsule(loaded.XValues, result, loaded.SamplingFrequency));
}
public ComplexCapsule GetFourier()
{
DataCapsule loaded = SerializationLogics.Deserialize();
List <Complex> results = new List <Complex>();
Complex sum;
int m = 0;
while (Math.Pow(2, m) <= loaded.XValues.Count)
{
m++;
}
loaded.Take((int)Math.Pow(2, --m));
for (int i = 0; i < loaded.XValues.Count; i++)
{
sum = Complex.Zero;
for (int k = 0; k < loaded.XValues.Count; k++)
{
sum += loaded.YValues[k] * Complex.Exp(new Complex(0, -2 * Math.PI * i * k / loaded.XValues.Count));
}
results.Add(sum / loaded.XValues.Count);
}
return(new ComplexCapsule(loaded.XValues, results, loaded.SamplingFrequency));
}
public ComplexCapsule GetFastFourier()
{
DataCapsule loaded = SerializationLogics.Deserialize();
TransformationsLogics logics = new TransformationsLogics();
List <Complex> transformed = new List <Complex>();
int N = loaded.XValues.Count;
transformed = logics.SwitchSamples(loaded.YValues);
return(new ComplexCapsule(loaded.XValues.Take(transformed.Count).ToList(), transformed.Select(c => c / N).ToList(), loaded.SamplingFrequency));
}
internal IChartValues Filter(int m, int cutOffFrequency, int windowChoice, int filterChoice)
{
DataCapsule loaded = SerializationLogics.Deserialize();
List <double> factors, filtered;
switch (filterChoice)
{
case 0:
factors = FilterLogics.LowFilter(m, loaded.SamplingFrequency / cutOffFrequency);
break;
case 1:
factors = FilterLogics.MediumFilter(FilterLogics.LowFilter(m, (loaded.SamplingFrequency / (loaded.SamplingFrequency / 4.0 - cutOffFrequency))));
break;
case 2:
factors = FilterLogics.HighFilter(FilterLogics.LowFilter(m, (loaded.SamplingFrequency / (loaded.SamplingFrequency / 2.0 - cutOffFrequency))));
break;
default:
throw new Exception("The filter combobox is out of its boundries.");
}
switch (windowChoice)
{
case 0:
filtered = factors;
break;
case 1:
filtered = FilterLogics.HammingWindow(factors);
break;
case 2:
filtered = FilterLogics.HanningWindow(factors);
break;
case 3:
filtered = FilterLogics.BlackmanWindow(factors);
break;
default:
throw new Exception("The window combobox is out of its boundries.");
}
return(loaded.Weave(filtered).GetValues());
}
public ComplexCapsule GetFastWalsh()
{
DataCapsule loaded = SerializationLogics.Deserialize();
List <Complex> result = new List <Complex>();
Complex a, b;
int m = 0;
while (Math.Pow(2, m) <= loaded.XValues.Count)
{
m++;
}
loaded.Take((int)Math.Pow(2, --m));
for (int h = 1; h < loaded.XValues.Count; h *= 2)
{
for (int i = 0; i < loaded.XValues.Count; i += h * 2)
{
for (int j = i; j < i + h; j++)
{
a = loaded.YValues[j];
b = loaded.YValues[j + h];
loaded.YValues[j] = a + b;
loaded.YValues[j + h] = a - b;
}
}
}
for (int i = 0; i < loaded.XValues.Count; i++)
{
loaded.YValues[i] /= loaded.YValues.Count;
}
return(new ComplexCapsule(loaded.XValues, loaded.YValues, loaded.SamplingFrequency));
}
internal IChartValues WeaveCorrelation()
{
DataCapsule[] loaded = SerializationLogics.LoadFiles();
return(loaded[0].WeaveCorrelation(loaded[1]).GetValues());
}
internal IChartValues Divide()
{
DataCapsule[] loaded = SerializationLogics.LoadFiles();
return(loaded[0].Divide(loaded[1]).GetValues());
}
internal IChartValues Multiply()
{
DataCapsule[] loaded = SerializationLogics.LoadFiles();
return(loaded[0].Multiply(loaded[1]).GetValues());
}
internal IChartValues Subtract()
{
DataCapsule[] loaded = SerializationLogics.LoadFiles();
return(loaded[0].Subtract(loaded[1]).GetValues());
}
internal DataCapsule Deserialize()
{
return(SerializationLogics.Deserialize());
}
internal void Serialize(DataCapsule capsule)
{
SerializationLogics.Serialize(capsule);
}