private void DetectStandLaySit()
{
List <Packet> tmp = new List <Packet>();
List <double> accXSensor1 = new List <double>();
List <Packet> correctRange = new List <Packet>();
if (prevWindowLastPackets.Count > 0)
{
correctRange = this.prevWindowLastPackets.GetRange(30, 30);
}
tmp.AddRange(correctRange);
tmp.AddRange(this.packets);
accXSensor1 = UtilityFunctions.RetrieveComponent(tmp, Sensor.Sensor1, DataInfo.Acc, Axis.X);
//Smoothing per evitare rilevazioni errate a causa di dati singoli al di sotto di un certo valore
List <double> smoothingAcc = UtilityFunctions.SmoothingCalculator(accXSensor1, 30, this.pktOffset == 0);
if (this.pktOffset != 0) //Always except the very first window
{
smoothingAcc.RemoveRange(0, 30);
}
double current = Double.NaN;
int previous = -1;
int layStandOrSit = -1;
int startTime = 0;
for (int i = 0; i < smoothingAcc.Count; i++)
{
current = smoothingAcc[i];
if (current <= LAY_THRESHOLD)
{
layStandOrSit = 1; //Lay
}
else if (current <= LAY_SIT_THRESHOLD)
{
layStandOrSit = 2; //LaySit
}
else if (current <= SIT_THRESHOLD)
{
layStandOrSit = 3; //Sit
}
else
{
layStandOrSit = 4; //Stand
}
if (this.pktOffset == 0) //If it is the very first window
{
this.sitLayStandActions.Add(new KeyValuePair <int, double>(i + this.pktOffset, current));
}
else if (i >= 250) //Do not reconsider the previous 250 values
{
this.sitLayStandActions.Add(new KeyValuePair <int, double>(i + this.pktOffset, current));
}
if (i != 0)
{
if (previous != layStandOrSit)
{
CheckActionLayStandSit(startTime, i, previous);
startTime = i;
}
}
if ((lastPacketsFlag) && (i == smoothingAcc.Count - 1))
{
CheckActionLayStandSit(startTime, i, previous);
}
previous = layStandOrSit;
}
vThread.AddPointsForSitLayStand(new List <KeyValuePair <int, double> >(sitLayStandActions));
sitLayStandActions.Clear();
}
private void DetectRotation()
{
List <Packet> tmp = new List <Packet>();
if (this.pktOffset != 0) //Always except the very first window
{
tmp.AddRange(this.prevWindowLastPackets.GetRange(0, 60));
}
tmp.AddRange(packets);
List <double> thetas = UtilityFunctions.RetrieveTheta(this.packets, Sensor.Sensor1, DataInfo.Magn, prevThetaForWindow);
List <double> girX = UtilityFunctions.RetrieveComponent(tmp, Sensor.Sensor1, DataInfo.Gir, Axis.X);
girX = UtilityFunctions.SmoothingCalculator(girX, 60, this.pktOffset == 0);
if (this.pktOffset != 0) //Always except the very first window
{
girX.RemoveRange(0, 60);
}
bool started = false;
int startTime = -1, endTime = -1;
double startAngle = 0D, endAngle = 0D;
for (int i = 0; i < thetas.Count; i++)
{
double currentGirX = girX[i];
double currentTheta = thetas[i];
if (i == 249) //Middle of the window, before the start of the next window
{
prevThetaForWindow = thetas[i];
}
if (currentGirX > ROTATION_THRESHOLD && !started)
{
startTime = i;
startAngle = currentTheta;
started = true;
}
else if (currentGirX < ROTATION_THRESHOLD && started)
{
endTime = i;
endAngle = currentTheta;
started = false;
double result = UtilityFunctions.RadianToDegree(Math.Abs(endAngle - startAngle));
if (result >= MIN_ROTATION_ANGLE)
{
if (endAngle > startAngle)
{
AddAction(startTime, endTime, "Girata sx di " + result + " gradi", ActionClass.Rotation);
//Console.WriteLine("Girata sx " + currentGirX + " " + result + " " + (startTime + pktOffset) + " " + (endTime + pktOffset) + " | " + UtilityFunctions.RadianToDegree(startAngle) + " " + UtilityFunctions.RadianToDegree(endAngle) + " || " + startAngle + " " + endAngle);
}
else
{
AddAction(startTime, endTime, "Girata dx di " + result + " gradi", ActionClass.Rotation);
//Console.WriteLine("Girata dx " + currentGirX + " " + result + " " + (startTime + pktOffset) + " " + (endTime + pktOffset) + " | " + UtilityFunctions.RadianToDegree(startAngle) + " " + UtilityFunctions.RadianToDegree(endAngle) + " || " + startAngle + " " + endAngle);
}
}
}
}
}
