void GetData()
{
while(!finished)
{
if (inlet != null)
{
inlet.pull_sample(sample, 0.5f);
numberOfScore++;
if (numberOfScore == 1)
{
Score = sample[0];
}
else
{
Score = (numberOfScore-1)/numberOfScore*Score + sample[0]/numberOfScore;
}
//Score = Score * sample[0];
}
else
{
// wait until an EEG stream shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "score", 1, 0.5f);
// open an inlet and print some interesting info about the stream (meta-data, etc.)
inlet = new liblsl.StreamInlet(results[0]);
Debug.Log(inlet.info().as_xml());
}
}
}
public void PullQuality() {
if (sendTCP.monitoring) {
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "Quality");
liblsl.StreamInlet inlet2 = new liblsl.StreamInlet(results[0]);
float[] sample = new float[num_channels];
inlet2.pull_sample(sample);
Debug.Log ("Quality: ");
for (int i = 0; i < sample.Length; ++i)
Debug.Log("# Ch" + (i+1) + ": " + sample[i]);
if (sample.Length > 0) {
if (sample[0] <= 0.5F)
b_quality.GetComponent<Image>().color = Color.red;
else if (sample[0] <= 0.8F)
b_quality.GetComponent<Image>().color = new Color(1.0F, 0.5F, 0.0F);
else
b_quality.GetComponent<Image>().color = Color.green;
//button_quality.GetComponent<UIButton>().isEnabled = true;
}
}
else {
Debug.Log("Need to start monitoring EEG");
//button_quality.GetComponent<UIWidget>().color = Color.gray;
}
}
void GetData()
{
while(!finished)
{
if (inlet != null)
{
inlet.pull_sample(sample, 0.5f);
//Breathe = sample[];
if (sample[0] > 0)
{
Debug.Log("Beat");
if (LastHeartbeat == false)
{
Heartbeat = true;
}
LastHeartbeat = true;
}
else
{
LastHeartbeat = false;
}
}
else
{
// wait until an EEG stream shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "heart", 1, 0.5f);
// open an inlet and print some interesting info about the stream (meta-data, etc.)
inlet = new liblsl.StreamInlet(results[0]);
Debug.Log(inlet.info().as_xml());
}
}
}
// look-up stream and fetch first value
private void connect()
{
log ("Connect to LSL stream type: " + streamType);
// wait until the correct type shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream ("type", streamType, 1, 0.5f);
if (results.Length <= 0) {
log ("No streams found");
return;
} else {
log ("Found " + results.Length + " streams, looking for name: " + streamName);
}
liblsl.StreamInlet tmpInlet;
for (int i=0; i < results.Length; i++) {
// open an inlet and print some interesting info about the stream (meta-data, etc.)
tmpInlet = new liblsl.StreamInlet (results [i]);
try {
liblsl.StreamInfo info = tmpInlet.info ();
log ("Stream number: " + i + ", name: " + info.name ());
if (info.name ().Equals (streamName)) {
nbChannels = info.channel_count();
log ("Stream found with " + nbChannels + " channels");
if (nbChannels < 1) {
log ("Error, no channels found, skip.");
}
else {
inlet = tmpInlet;
sample = new float[nbChannels];
break;
}
}
}
// could lost stream while looping
catch (TimeoutException) {
log ("Timeout while fetching info.");
continue;
} catch (liblsl.LostException) {
log ("Connection lost while fetching info.");
continue;
}
}
if (isConnected () && !init) {
float firstValue = readRawValue();
// may *again* disconnect while reading value
if (isConnected ()) {
listMax [0] = firstValue;
listMax [0] = firstValue;
init = true;
}
} else {
log ("Stream not found.");
}
}
static void Main(string[] args)
{
// wait until an EEG stream shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "Markers");
// open an inlet and print meta-data
liblsl.StreamInlet inlet = new liblsl.StreamInlet(results[0]);
System.Console.Write(inlet.info().as_xml());
// read samples
string[] sample = new string[1];
while (true)
{
inlet.pull_sample(sample);
System.Console.WriteLine(sample[0]);
}
}
static void Main(string[] args)
{
// wait until an EEG stream shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "EEG");
// open an inlet and print some interesting info about the stream (meta-data, etc.)
liblsl.StreamInlet inlet = new liblsl.StreamInlet(results[0]);
System.Console.Write(inlet.info().as_xml());
// read samples
float[] sample = new float[8];
while (true)
{
inlet.pull_sample(sample);
foreach (float f in sample)
System.Console.Write("\t{0}",f);
System.Console.WriteLine();
}
System.Console.ReadKey();
}
static void Main(string[] args)
{
// create a new StreamInfo and declare some meta-data (in accordance with XDF format)
liblsl.StreamInfo info = new liblsl.StreamInfo("MetaTester","EEG",8,100,liblsl.channel_format_t.cf_float32,"myuid323457");
liblsl.XMLElement chns = info.desc().append_child("channels");
String[] labels = {"C3","C4","Cz","FPz","POz","CPz","O1","O2"};
for (int k=0;k<labels.Length;k++)
chns.append_child("channel")
.append_child_value("label", labels[k])
.append_child_value("unit", "microvolts")
.append_child_value("type","EEG");
info.desc().append_child_value("manufacturer","SCCN");
info.desc().append_child("cap")
.append_child_value("name","EasyCap")
.append_child_value("size","54")
.append_child_value("labelscheme","10-20");
// create outlet for the stream
liblsl.StreamOutlet outlet = new liblsl.StreamOutlet(info);
// === the following could run on another computer ===
// resolve the stream and open an inlet
liblsl.StreamInfo[] results = liblsl.resolve_stream("name","MetaTester");
liblsl.StreamInlet inlet = new liblsl.StreamInlet(results[0]);
// get the full stream info (including custom meta-data) and dissect it
liblsl.StreamInfo inf = inlet.info();
Console.WriteLine("The stream's XML meta-data is: ");
Console.WriteLine(inf.as_xml());
Console.WriteLine("The manufacturer is: " + inf.desc().child_value("manufacturer"));
Console.WriteLine("The cap circumference is: " + inf.desc().child("cap").child_value("size"));
Console.WriteLine("The channel labels are as follows:");
liblsl.XMLElement ch = inf.desc().child("channels").child("channel");
for (int k=0;k<info.channel_count();k++) {
Console.WriteLine(" " + ch.child_value("label"));
ch = ch.next_sibling();
}
Console.ReadKey();
}
static void Main(string[] args)
{
// wait until an EEG stream shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "EEG");
// open an inlet and print meta-data
liblsl.StreamInlet inlet = new liblsl.StreamInlet(results[0]);
System.Console.Write(inlet.info().as_xml());
// read samples
float[,] buffer = new float[512, 8];
double[] timestamps = new double[512];
while (true)
{
int num = inlet.pull_chunk(buffer,timestamps);
for (int s = 0; s < num; s++)
{
for (int c = 0; c < 8; c++)
Console.Write("\t{0}", buffer[s, c]);
Console.WriteLine();
}
}
}
void Update()
{
if(FoundNIC == true && NICLaunched == true) // If ConnectNIC method is implemented and NIC is launched then connect() method is implemented with a delay of 2 seconds to avoid server based exceptions
{
Invoke("connect", 2f);
NICLaunched = false; // declared as false so that connect() method is not updated every time
}
byte status = queryStatus(); // regular status calls for proper functioning of interface
if (LogText.text == "EEG monitoring started")
{
switch (status)
{
case (244): // if Enobio disconnects while the interface is on then display the following error on the interface
LogText.text = "Device Not Present. Restart your Enobio and Launch the application again.";
break;
}
}
//print("0");
//print(System.DateTime.Now.Hour + "-"+ System.DateTime.Now.Minute + "-" + System.DateTime.Now.Second + "-" + System.DateTime.Now.Millisecond);
if (monitoring == true && Acquisition == true) // after the connection to enobio is established the startEEG() method is invoked within the connect() method and EEG monitoring is started
{
results = liblsl.resolve_stream("type", "EEG");
inlet = new liblsl.StreamInlet(results[0]); // create inlet for EEG acquisition
Acquisition = false; // declared false to prevent inlet to be repetitively created
inletcreated = true;
}
if (monitoring == true && inletcreated == true) // after inlet is created
{
chunksize = inlet.pull_chunk(buffer, timestamps);
for (int j = 0; j < num_electrodes; j++) // amount of new data per electrode
{
for (int i = 0; i < chunksize; i++) // size of queue array
{
dataq[j].Dequeue(); // Dequeuing the first value
dataq[j].Enqueue(buffer[i, j]); // Enqueuing to the end (FIFO concept)
}
}
for (int j = 0; j < num_electrodes; j++)
{
arrayofarrays[j] = dataq[j].ToArray(); // Coneverting array of queues to an array of arrays of object datatype
floatarrayofarrays[j] = new double[num_samples];
for (int i = 0; i < num_samples; i++)
{
floatarrayofarrays[j][i] = System.Convert.ToDouble(arrayofarrays[j][i]); // converting object arrayofarrays to double arrayofarrays
}
mean[j] = floatarrayofarrays[j].Sum() / floatarrayofarrays[j].Length; // computing mean for indvidual electrodes
}
for (int k = 0; k < num_electrodes; k++) // num_electrodes = 20
{
for (int i = 0; i < num_samples; i++) // num of eeg samples = 15000
{
DynamicValue = Math.Pow((floatarrayofarrays[k][i] - mean[k]), 2); // Dynamic Value is the variable which = EEG data stored in an element of a matrix
}
Sum = Sum + DynamicValue; // Sigma component
std[k] = Math.Sqrt(Sum / (floatarrayofarrays[k].Length - 1)); // standard deviation of data
}
for (int i = 0; i < num_electrodes; i++)
{
for (int k = 0; k < 1500; k++)
{
EEGDisplay[k, i] = floatarrayofarrays[i][floatarrayofarrays[i].Length - (1500 - k)]; // creating a matrix of the most recent 3 second of data
normalizedvalues[i,k] = (EEGDisplay[k, i] - mean[i]) / (std[i]); // computing Z tranform on the 3 second matrix and storing it in normalizedvalues (matrix)
}
// UnityEngine.Debug.Log(normalizedvalues[i]);
}
if (monitoring == true && inletcreated == true && inlet2created == false) // Creating separate inlet2 for pulling Impedence data only if monitoring is on and the previous inlet for pulling EEG values is created
{
results2 = liblsl.resolve_stream("type", "Quality");
inlet2 = new liblsl.StreamInlet(results2[0]);
Acquisition2 = false;
inlet2created = true;
}
if (inlet2created == true) // if inlet2 for pulling impedence values created then carry out impedence checks
{
ImpedenceChecks();
}
}
}
// @return value fetch from LSL stream, should check that still connected after call to be sure that a new value were read
private float readRawValue()
{
if (isConnected ()) {
// 1s timeout, if no sample by then, drop
double timestamp = 0; // return value for no sample
try {
timestamp = inlet.pull_sample (sample, 1);
} catch (TimeoutException) {
log ("Timeout");
} catch (liblsl.LostException) {
log ("Connection lost");
}
if (timestamp == 0) {
log ("No sample, drop connection");
inlet = null;
}
// got sample, let's process it
else {
return sample [0];
}
}
// poor default
return defaultValue;
}
void GetData()
{
while(!finished)
{
if (inlet != null)
{
inlet.pull_sample(sample, 0.5f);
if (listMax.Count < maxWindowSize)
{
if (listMax.Count < (realTime - lastTime))
{
listMax.Add(float.MinValue);
}
if (listMin.Count < (realTime - lastTime))
{
listMin.Add(float.MaxValue);
}
}
else
{
if (lastTime < (realTime - 1.0f))
{
lastTime = realTime;
listMax.RemoveAt(0);
listMin.RemoveAt(0);
listMax.Add(float.MinValue);
listMin.Add(float.MaxValue);
}
}
int currentItem = listMax.Count;
Debug.Log(currentItem);
if (sample[0] > listMax[currentItem-1])
{
listMax[currentItem-1] = sample[0];
}
if (sample[0] < listMin[currentItem-1])
{
listMin[currentItem-1] = sample[0];
}
float min = float.MaxValue;
float max = float.MinValue;
foreach(float element in listMin)
{
if (element < min)
{
min = element;
}
}
foreach(float element in listMax)
{
if (element > max)
{
max = element;
}
}
Breathe = (sample[0]-min) / (max-min);
//Debug.Log (Breathe);
}
else
{
// wait until an EEG stream shows up
liblsl.StreamInfo[] results = liblsl.resolve_stream("type", "breath", 1, 0.5f);
// open an inlet and print some interesting info about the stream (meta-data, etc.)
inlet = new liblsl.StreamInlet(results[0]);
Debug.Log(inlet.info().as_xml());
inlet.pull_sample(sample, 0.5f);
listMax[0] = sample[0];
listMin[0] = sample[0];
}
}
}