private void cbTransform_SelectedIndexChanged(object sender, EventArgs e)
{
switch (cbTransform.Text)
{
case "Fourier":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => Transformations.FurieXTransform(y));
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.FurieFunction(y));
addParameters(panelTransformParams, new string[] { });
break;
}
case "ForwardFurie":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ForwardFurie(y).Select(x => x.Imaginary + x.Real).ToArray());
addParameters(panelTransformParams, new string[] { });
break;
}
case "ReverseFurie":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ReverseFurie(y).Select(x => x.Imaginary + x.Real).ToArray());
addParameters(panelTransformParams, new string[] { });
break;
}
case "CombFilter":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
double [] res = Transformations.CombFilter(y, args[0], (int)args[1]);
return(res);
});
addParameters(panelTransformParams, new string[] { "g", "M" });
break;
}
case "Spikes(F(x),M,Sigma)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.SpikesFunction(y, args[0], args[1]));
addParameters(panelTransformParams, new string[] { "M", "sigma" });
break;
}
case "Shift(F(x),shift)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ShiftFunction(y, args[0]));
addParameters(panelTransformParams, new string[] { "shift" });
break;
}
case "RandomSpikes(x,spikes)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.RandomSpikes(y, (int)args[0], args[1]));
double tmp = 0;
addParameters(panelTransformParams, new string[] { "spikes", "sigma" });
break;
}
case "ConvolutionWithHeartBeat(x,f0,alpha,hLeft,hRight,hStep)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ConvolutionWithHeartBeat(y, args[0], args[1], args[2], args[3], args[4], Double.Parse(tbStep.Text)));
double tmp = 0;
addParameters(panelTransformParams, new string[] { "f0", "alpha", "hLeft", "hRight", "hStep" });
break;
}
case "ConvolutionWithPlot":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => {
Series series = chart.Series.FindByName(args[0].ToString());
int m = series.Points.Select(item => item.YValues[0]).ToArray().Length;
return(y.ToArray());
});
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
Series series = chart.Series.FindByName(args[0].ToString());
double[] h = series.Points.Select(item => item.YValues[0]).ToArray();
double[] res = Transformations.ConvolutionWithPlot(h, y);
return(Transformations.Normalize(res));
});
addParameters(panelTransformParams, new string[] { "Plot number" });
break;
}
case "Shroeder":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => { return(y.ToArray()); });
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
double g = 0.9;
double[] cg = new double[4];
int[] cd = new int[4];
double ag = 0.9;
int[] ad = new int[2];
double k = 0.2;
Random r = new Random();
for (int i = 0; i < cg.Length; i++)
{
cg[i] = 0.7;
}
for (int i = 0; i < cd.Length; i++)
{
cd[i] = (int)(0.05 * r.Next(0, y.Length) + 1);
}
for (int i = 0; i < ad.Length; i++)
{
ad[i] = (int)(0.05 * r.Next(0, y.Length) + 1);
}
return(Transformations.ShroederFilter(y, cg, cd, ag, ad, k));
});
addParameters(panelTransformParams, new string[] {});
break;
}
case "ConvolutionWithLpf(x,fcut,m,dt)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y.Take(y.Length).ToArray());
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
int m = (int)args[1];
return(Transformations.ConwolutionWithLpf(y, args[0], m, dT)
.Skip(m).Take(y.Length).ToArray());
});
double tmp = 0;
addParameters(panelTransformParams, new string[] { "fcut", "m" });
break;
}
case "ConvolutionWithHpf(x,fcut,m,dt)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y.Take(y.Length).ToArray());
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ConwolutionWithHpf(y, args[0], args[1], dT).Skip((int)args[1]).Take(y.Length).ToArray());
double tmp = 0;
addParameters(panelTransformParams, new string[] { "fcut", "m" });
break;
}
case "ConvolutionWithBpf(x,fcut1,fcut2,m,dt)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y.Take(y.Length).ToArray());
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ConwolutionWithBpf(y, args[0], args[1], args[2], dT)
.Skip((int)args[2])
.Take(y.Length)
.ToArray());
double tmp = 0;
addParameters(panelTransformParams, new string[] { "fcut1", "fcut2", "m" });
break;
}
case "ConvolutionWithBsf(x,fcut1,fcut2,m,dt)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y.Take(y.Length).ToArray());
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.ConwolutionWithBsf(y, args[0], args[1], args[2], dT)
.Skip((int)args[2])
.Take(y.Length)
.ToArray());
double tmp = 0;
addParameters(panelTransformParams, new string[] { "fcut1", "fcut2", "m" });
break;
}
case "AddRandom":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
for (int i = 0; i < args[1]; i++)
{
y = Transformations.AddRandom(y, args[0]);
}
return(y);
});
double tmp = 0;
addParameters(panelTransformParams, new string[] { "A", "M" });
break;
}
case "AntiRandom":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
double left = Double.Parse(tbLeft.Text);
double right = Double.Parse(tbRight.Text);
double step = Double.Parse(tbStep.Text);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.AntiRandomFunction(left, right, step, y, args[0], args[1], args[2]));
addParameters(panelTransformParams, new string[] { "A", "F", "CanalsCount" });
break;
}
case "AntiShift": {
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.AntiShifFunction(y));
addParameters(panelTransformParams, new string[] { });
break;
}
case "AntiSpike":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.AntiSpikeFunction(y));
addParameters(panelTransformParams, new string[] { });
break;
}
case "AntiTrend": {
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
double [] newY = Transformations.AvgSlidingWindow(y, (int)args[0]);
return(y);
});
double tmp = 0;
addParameters(panelTransformParams, new string[] { "width" });
break;
}
case "LPW":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => Transformations.LpfX((int)args[1]));
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.Lpf(args[0], (int)args[1], args[2]));
addParameters(panelTransformParams, new string[] { "fcut", "m", "dt" });
MessageBox.Show("Преобразование фурье умножьте на 2*m+1");
break;
}
case "HPF":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => Transformations.LpfX((int)args[1]));
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.Hpf(args[0], (int)args[1], args[2]));
addParameters(panelTransformParams, new string[] { "fcut", "m", "dt" });
MessageBox.Show("Преобразование фурье умножьте на 2*m+1");
break;
}
case "BPF":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => Transformations.LpfX((int)args[2]));
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.Bpf(args[0], args[1], (int)args[2], args[3]));
addParameters(panelTransformParams, new string[] { "fcut1", "fcut2", "m", "dt" });
MessageBox.Show("Преобразование фурье умножьте на 2*m+1");
break;
}
case "BSF":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => Transformations.LpfX((int)args[2]));
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.Bsf(args[0], args[1], (int)args[2], args[3]));
addParameters(panelTransformParams, new string[] { "fcut1", "fcut2", "m", "dt" });
MessageBox.Show("Преобразование фурье умножьте на 2*m+1");
break;
}
case "CombFilter(x,g,M)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.CombFilter(y, args[0], (int)args[1]));
addParameters(panelTransformParams, new string[] { "g", "M" });
break;
}
case "UniversalCombFilter(BL,FB,FF,M)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.UniversalCombFilter(y, args[0], args[1], args[2], (int)args[3]));
addParameters(panelTransformParams, new string[] { "BL", "FB", "FF", "M" });
break;
}
case "Multiply":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => y);
transformY = new Func <Double[], Double[], Double[]>((y, args) => Transformations.Multiply(y, args[0]));
addParameters(panelTransformParams, new string[] { "2*m+1" });
break;
}
case "Cut(left_cut, right_cut)":
{
transformX = new Func <Double[], Double[], Double[]>((y, args) => {
int start = 0;
int end = y.Length;
double leftBorder = args[0];
double rightBorder = args[1];
Series series = chart.Series.FindByName(cbArea.Text);
for (int i = 0; i < y.Length; i++)
{
if (y[i] > leftBorder)
{
start = i;
break;
}
}
for (int i = y.Length - 1; i > 0; i--)
{
if (y[i] < rightBorder)
{
end = i;
break;
}
}
startCut = start;
endCut = end;
return(Transformations.CutX(y, start, end));
});
transformY = new Func <Double[], Double[], Double[]>((y, args) => {
return(Transformations.CutY(y, startCut, endCut));
});
addParameters(panelTransformParams, new string[] { "left_cut", "right_cut" });
break;
}
default:
{
break;
}
}
}
