/// <summary>
/// Interpolation by the Newton Interpolation Polynomial. Factor must be >= 2
/// </summary>
/// <returns></returns>
public static Signal InterpolateNewtonForm(Signal signal, uint factor)
{
if (factor < 2)
{
return(signal.Clone());
}
var n = signal.Samples.Length;
var newSignal = signal.Copy();
var newSamples = MemoryPool.Pool.New <double>(Convert.ToInt32(signal.Samples.Length * factor - factor + 1));
var time = signal.GetTimeSeries();
var coeffs = NewtonDivDiff(n, time, signal.Samples);
var newInterval = Convert.ToDecimal(signal.SamplingInterval / factor);
var currentX = Convert.ToDecimal(signal.Start);
for (var i = 0; i < newSamples.Length; i++)
{
newSamples[i] = NewtonEval(n, time, coeffs, Convert.ToDouble(currentX));
currentX += newInterval;
}
newSignal.Samples = newSamples;
newSignal.SamplingInterval = Convert.ToDouble(newInterval);
return(newSignal);
}
/// <summary>
/// Cubic interpolation. Factor must be >= 2
/// </summary>
/// <returns></returns>
public static Signal InterpolateCubic(Signal signal, uint factor)
{
if (factor < 2)
{
return(signal.Clone());
}
var n = signal.Samples.Length;
var newSignal = signal.Copy();
var newSamples = MemoryPool.Pool.New <double>(Convert.ToInt32(signal.Samples.Length * factor - factor + 1));
var time = signal.GetTimeSeries();
var b = MemoryPool.Pool.New <double>(n);
var c = MemoryPool.Pool.New <double>(n);
var d = MemoryPool.Pool.New <double>(n);
CubicNak(n, time, signal.Samples, ref b, ref c, ref d);
var newInterval = Convert.ToDecimal(signal.SamplingInterval / factor);
var currentX = Convert.ToDecimal(signal.Start);
for (var i = 0; i < newSamples.Length; i++)
{
newSamples[i] = SplineEval(n, time, signal.Samples, b, c, d, Convert.ToDouble(currentX));
currentX += newInterval;
}
newSignal.Samples = newSamples;
newSignal.SamplingInterval = Convert.ToDouble(newInterval);
MemoryPool.Pool.RegisterObject(b);
MemoryPool.Pool.RegisterObject(c);
MemoryPool.Pool.RegisterObject(d);
return(newSignal);
}
public sSensorSettings Copy()
{
sSensorSettings result = new sSensorSettings();
result.GlobalSignal = GlobalSignal.Copy();
result.Signal = Signal.Copy();
result.Scale = Scale;
result.OpticalProbesBase = OpticalProbesBase;
result.IpAddress = IpAddress;
result.LedIntensity = LedIntensity;
result.AutoConnectMode = AutoConnectMode;
result.HighSpeed = HighSpeed.Copy();
result.Threshold = Threshold;
result.Identification = Identification;
return(result);
}
/// <summary>
/// Repeat samples
/// </summary>
public static Signal Repeat(Signal signal, uint frameSize, uint repetitionCount, bool keepSamplingRate)
{
var output = signal.Copy();
output.Samples = Repeat(signal.Samples, frameSize, repetitionCount);
if (keepSamplingRate)
{
output.Finish = output.Start + output.SamplesCount * output.SamplingInterval - output.SamplingInterval;
}
else
{
output.SamplingInterval = Math.Abs(signal.Finish - signal.Start) / output.SamplesCount;
}
return(output);
}
///<summary>Sets the specified buttonIndex to a color and attaches the signal responsible. This is also used for the manual ack to increase responsiveness. buttonIndex is 0-based.</summary>
public void SetButtonActive(int buttonIndex, Color color, Signal activeSignal)
{
if (buttonIndex >= sigButStates.Length)
{
return; //no button to light up.
}
sigButStates[buttonIndex].CurrentColor = color;
if (activeSignal == null)
{
sigButStates[buttonIndex].ActiveSignal = null;
}
else
{
sigButStates[buttonIndex].ActiveSignal = activeSignal.Copy();
}
Invalidate();
}
/// <summary>
/// Nearest interpolation. Factor must be >= 2
/// </summary>
/// <returns></returns>
public static Signal InterpolateNearest(Signal signal, uint factor)
{
if (factor < 2)
{
return(signal.Clone());
}
var newSignal = signal.Copy();
var newSamples = MemoryPool.Pool.New <double>(Convert.ToInt32(signal.Samples.Length * factor - factor + 1));
var currentIndex = 0;
var newInterval = signal.SamplingInterval / factor;
var currentX = signal.Start;
var newX = currentX;
for (var i = 0; i < signal.SamplesCount; i++)
{
if (i == signal.SamplesCount - 1)
{
newSamples[currentIndex] = signal.Samples[i];
break;
}
var y0 = signal.Samples[i];
var y1 = signal.Samples[i + 1];
var x0 = currentX;
var x1 = currentX + signal.SamplingInterval;
for (var j = 0; j < factor; j++)
{
if (newX - x0 < x1 - newX)
{
newSamples[currentIndex] = y0;
}
else
{
newSamples[currentIndex] = y1;
}
currentIndex++;
newX += newInterval;
}
currentX = x1;
}
newSignal.Samples = newSamples;
newSignal.SamplingInterval = newInterval;
return(newSignal);
}
/// <summary>
/// Repeat samples
/// </summary>
public static Signal Repeat(Signal signal, uint frameSize, uint repetitionCount, bool keepSamplingRate)
{
var output = signal.Copy();
output.Samples = Repeat(signal.Samples, frameSize, repetitionCount);
if (keepSamplingRate)
output.Finish = output.Start + output.SamplesCount * output.SamplingInterval - output.SamplingInterval;
else
output.SamplingInterval = Math.Abs(signal.Finish - signal.Start) / output.SamplesCount;
return output;
}