static void OnDataReceived(object sender, EventArgs e)
{
//Device d = (Device)sender;
Device.DataEventArgs de = (Device.DataEventArgs)e;
NeuroSky.ThinkGear.DataRow[] tempDataRowArray = de.DataRowArray;
TGParser tgParser = new TGParser();
tgParser.Read(de.DataRowArray);
/* Loops through the newly parsed data of the connected headset*/
// The comments below indicate and can be used to print out the different data outputs.
int SetThemAll = 0;
List <PosTime> RAW = new List <PosTime>();
for (int i = 0; i < tgParser.ParsedData.Length; i++)
{
if (tgParser.ParsedData[i].ContainsKey("Raw"))
{
// Console.WriteLine("Raw Value:" + tgParser.ParsedData[i]["Raw"]);
RAW.Add(new PosTime(tgParser.ParsedData[i]["Raw"], tgParser.ParsedData[i]["Time"]));
}
if (tgParser.ParsedData[i].ContainsKey("PoorSignal"))
{
//The following line prints the Time associated with the parsed data
//Console.WriteLine("Time:" + tgParser.ParsedData[i]["Time"]);
//A Poor Signal value of 0 indicates that your headset is fitting properly
// Console.WriteLine("Poor Signal:" + tgParser.ParsedData[i]["PoorSignal"]);
// poorSig = (byte)tgParser.ParsedData[i]["PoorSignal"];
}
if (tgParser.ParsedData[i].ContainsKey("Attention"))
{
SetThemAll++;
// Console.WriteLine("Att Value:" + tgParser.ParsedData[i]["Attention"]);
BS.Attention = tgParser.ParsedData[i]["Attention"];
}
if (tgParser.ParsedData[i].ContainsKey("Meditation"))
{
SetThemAll++;
// Console.WriteLine("Med Value:" + tgParser.ParsedData[i]["Meditation"]);
BS.Meditation = tgParser.ParsedData[i]["Meditation"];
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerDelta"))
{
BS.Delta = tgParser.ParsedData[i]["EegPowerDelta"];
// Console.WriteLine("Delta: " + tgParser.ParsedData[i]["EegPowerDelta"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerTheta"))
{
BS.Theta = tgParser.ParsedData[i]["EegPowerTheta"];
// Console.WriteLine("Theta: " + tgParser.ParsedData[i]["EegPowerTheta"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerAlpha1"))
{
BS.A1 = tgParser.ParsedData[i]["EegPowerAlpha1"];
// Console.WriteLine("Alpha1: " + tgParser.ParsedData[i]["EegPowerAlpha1"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerAlpha2"))
{
BS.A2 = tgParser.ParsedData[i]["EegPowerAlpha2"];
// Console.WriteLine("Alpha2: " + tgParser.ParsedData[i]["EegPowerAlpha2"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerBeta1"))
{
BS.B1 = tgParser.ParsedData[i]["EegPowerBeta1"];
// Console.WriteLine("Beta1: " + tgParser.ParsedData[i]["EegPowerBeta1"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerBeta2"))
{
BS.B2 = tgParser.ParsedData[i]["EegPowerBeta2"];
// Console.WriteLine("Beta2: " + tgParser.ParsedData[i]["EegPowerBeta2"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerGamma1"))
{
BS.G1 = tgParser.ParsedData[i]["EegPowerGamma1"];
// Console.WriteLine("Gamma1: " + tgParser.ParsedData[i]["EegPowerGamma1"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("EegPowerGamma2"))
{
BS.G2 = tgParser.ParsedData[i]["EegPowerGamma2"];
// Console.WriteLine("Gamma2: " + tgParser.ParsedData[i]["EegPowerGamma2"]);
SetThemAll++;
}
if (tgParser.ParsedData[i].ContainsKey("BlinkStrength"))
{
// Console.WriteLine("Eyeblink " + tgParser.ParsedData[i]["BlinkStrength"]);
}
}
if (dt_last == null)
{
dt_last = DateTime.Now;
}
else
{
ts = DateTime.Now - dt_last;
dt_last = DateTime.Now;
}
incomelength = RAW.Count;
lock (forlock)
{
if (RAW.Count > 0)
{
for (int j = 0; j < RAW.Count; j++)
{
RAW_DATA.Add(RAW[j]);
}
if (RAW_DATA.Count > 1000)
{
int k = RAW_DATA.Count;
for (int j = 0; j < k - 1000; j++)
{
RAW_DATA.RemoveAt(0);
}
}
//Signal s = new Signal()
ComplexSignal CS = new ComplexSignal(1, RAW_DATA.Count, 1);
if (RAW_DATA.Count >= 999)
{
data = new double[RAW_DATA.Count];
for (int i = 0; i < RAW_DATA.Count; i++)
{
data[i] = RAW_DATA[i].Pos;//10 * Math.Sin(Math.PI * (i / 15.0));//// +
}
Accord.Math.CosineTransform.DCT(data);
}
}
}
if (SetThemAll == 10)
{
M.AddToMemory(BS);
}
}