Exemplo n.º 1
0
        private double[,] ExtractData(int range, int sensType, int sensPos)
        {
            // sampwin - smooto -for
            int size = samplewin.Count;

            double[,] data = new double[size, 3];
            List <Packet> smoothed = DataAnalysis.SmoothData(samplewin, range);

            for (int i = 0; i < size; i++)
            {
                for (int j = 0; j < 3; j++)
                {
                    switch (sensType)
                    {
                    case 0:
                        data[i, j] = smoothed[i].Sensors[sensPos].acc[j];     // dipende dal tipo sens
                        break;

                    case 1:
                        data[i, j] = smoothed[i].Sensors[sensPos].gyr[j];     // dipende dal tipo sens
                        break;

                    case 2:
                        data[i, j] = smoothed[i].Sensors[sensPos].mag[j];     // dipende dal tipo sens
                        break;

                    case 3:
                        data[i, j] = smoothed[i].Sensors[sensPos].q[j];     // dipende dal tipo sens
                        break;
                    }
                }
            }
            return(data);
        }
Exemplo n.º 2
0
        void DataProviderClientDisconnectedWriter(DataProvider dataProvider, TcpClient aClient)
        {
            if (this.InvokeRequired)
            {
                Invoke(new DataProviderClientDisconnected(DataProviderClientDisconnectedWriter), new object[] { dataProvider, aClient });
            }
            else
            {
                // azione di scrivere che il client e'connesso, non funziona
                printToServerConsole("Client disconnected!\n");
                // chiamo le chiamate per analizzare le azioni e scrivere

                // moto stazionamento: acc x y z

                double[,] acc = ExtractData(10, 0, 0);
                String[] motoStaz = DataAnalysis.MotoStazionamento(acc, window);

                //string path = Environment.GetFolderPath(Environment.SpecialFolder.MyDocuments);
                //System.IO.File.WriteAllText(csvPath + @"\output.txt", "Moto stazionamento:");
                //System.IO.File.WriteAllLines(csvPath + @"\output1.txt", motoStaz);
                // do a Luca ...

                // lat/sit/stand
                acc = ExtractData(20, 0, 0);
                int      size = acc.GetLength(0);
                double[] accX = new double[size];

                for (int i = 0; i < size; i++)
                {
                    accX[i] = acc[i, 0];
                }

                String[] layStandSit = DataAnalysis.LayStandSit(accX);

                //System.IO.File.WriteAllText(csvPath + @"\output.txt", "lay Stand Sit:");
                //System.IO.File.WriteAllLines(csvPath + @"\output2.txt", layStandSit);

                // passo a Luca ...

                // girata

                double[,] mag = ExtractData(10, 2, 0);
                double[] girate = DataAnalysis.Girata(mag);
                //System.IO.File.WriteAllText(csvPath + @"\output3.txt", "Girate:");

                String[] test = new String[girate.Count()];
                for (int i = 0; i < girate.Count(); ++i)
                {
                    test[i] = girate[i].ToString();
                }
                //System.IO.File.WriteAllLines(csvPath + @"\output3.txt", test);

                // passo a Luca ...
                DataWriter.DataWrite(motoStaz, layStandSit, girate, frequence, csvPath);
                if (samplewin != null)
                {
                    DataWriter.PrintPacketsToFile(samplewin, csvPath);
                }
            }
        }
Exemplo n.º 3
0
        ////////////////////////////////////////////////////////////////////////////////////////////////////

        //Dobbiamo prendere gia l' array con i dati del singolo sensore
        //dobbiamo prendere in ingresso un parametro per la standard deviation che si sceglie dall' interfaccia

        //Funzione MotoStazionamento, ritorna un array di Stringhe contentente lo stato di moto di ogni singola rilevazione
        //"Fermo" oppure "In-Piedi"

        public static String[] MotoStazionamento(double[,] providedData, int window)
        {
            double[] module  = DataAnalysis.ComputeModules(providedData);
            double[] sd      = DataAnalysis.ComputeStandardDeviations(module, window);
            double[] squared = DataAnalysis.ComputeSquare(sd, 50, 0.53, 0.4);
            int      sd_size = sd.Count();

            String[] state = new String[sd_size];
            for (int i = 0; i < sd_size; i++)
            {
                if (squared[i] <= 0.54)
                {
                    state[i] = "Fermo";
                }
                else
                {
                    state[i] = "Non-Fermo";
                }
            }
            return(state);
        }
Exemplo n.º 4
0
        private void EulerGraph()
        {
            int size = selected.Count;

            double[,] data          = new double[size, 4];
            myPane.YAxis.Title.Text = "rad";

            for (int i = 0; i < size; ++i)
            {
                for (int j = 0; j < 4; ++j)
                {
                    data[i, j] = selected[i].Sensors[selectedSensor].q[j];
                }
            }

            double[,] euler  = DataAnalysis.ComputeEulerAngles(data);
            double[,] eucont = DataAnalysis.RemoveDiscontinuities(euler);

            double[] e0 = ExtractAngles(eucont, 0);
            double[] e1 = ExtractAngles(eucont, 1);
            double[] e2 = ExtractAngles(eucont, 2);
            smooth = smoothing_cb.Checked;
            if (!smooth)
            {
                DisplayEuler(e0, "Roll", true, Color.Blue);
                DisplayEuler(e1, "Pitch", false, Color.Green);
                DisplayEuler(e2, "Yaw", false, Color.Red);
            }
            else
            {
                DisplayEuler(e0, "Roll Smoothed", true, Color.Blue);
                DisplayEuler(e1, "Pitch Smoothed", false, Color.Green);
                DisplayEuler(e2, "Yaw Smoothed", false, Color.Red);
            }
            zedGraphControl1.AxisChange();
            zedGraphControl1.Refresh();
        }
Exemplo n.º 5
0
        // non deve prendere un array di double, ma meglio una lista di packet. altrimenti
        // devo richiareextract data ogni volta che premo un qualsiasi bottone, meglio
        // fare la chiamata allínterno di display data
        // ricevo un solo parametro, list<Packet>
        // all'interno del metodo richiamare la funzione extractData,
        // e passare i volire della funzione richiesta
        // pulire il grafico nel se non si devono visualizzare gli angoli di eulero
        private void DisplayData(List <Packet> sampwin)
        {
            // controllo se e' attivo lo smoothing!!
            if (smoothRange < 10)
            {
                checkBox3.Enabled    = false;
                cutOff_value.Enabled = false;
            }
            samplewin = sampwin;
            smoothed  = DataAnalysis.SmoothData(samplewin, smoothRange);

            filtered = smoothing_cb.Checked ? smoothed : samplewin;
            if (checkBox1.Checked)
            {
                selected = DataAnalysis.ComputeHighPass(filtered);
            }
            else
            {
                if (checkBox2.Checked)
                {
                    selected = DataAnalysis.ComputeLowPass(filtered);
                }
                else
                {
                    selected = filtered;
                }
            }
            smooth = smoothing_cb.Checked;
            double[,] data;
            myPane.CurveList.Clear();
            zedGraphControl1.Invalidate();
            //if (willClearPane) { myPane.CurveList.Clear(); }
            myPane.XAxis.Title.Text = "time (seconds)";
            switch (selectedSensorType)
            {
            case 0:
                //acc
                //printToServerConsole("acc");
                myPane.YAxis.Title.Text = "m/s²";
                break;

            case 1:
                //gyr
                //printToServerConsole("gry");
                myPane.YAxis.Title.Text = "Rad/s²";
                break;

            case 2:
                //mag
                //printToServerConsole("mag");
                myPane.YAxis.Title.Text = "Tesla";
                break;

            case 3:
                //qua
                //printToServerConsole("qua");
                myPane.YAxis.Title.Text = "y";
                break;

            default:
                //bohh
                myPane.YAxis.Title.Text = "none";
                break;
            }

            // ottengo i dati in base al sensore selezionato e posizione
            data = ExtractData(selectedSensorType, selectedSensor);
            double[]      modules = DataAnalysis.ComputeModules(data);
            PointPairList plist   = new PointPairList();

            switch (selectedGraph)
            {
            case 0:
                // module
                //printToServerConsole("mod");
                plist.Clear();
                double t = 0;
                for (int i = 0; i < modules.Length; i++)
                {
                    plist.Add(new PointPair(t, modules[i]));
                    t += 1.0 / frequence;
                }
                // problemi con i titoli
                myPane.Title.Text = "Module";
                if (!smooth)
                {
                    myPane.AddCurve("Module", plist, Color.Blue, SymbolType.None);
                }
                else
                {
                    myPane.AddCurve("Module Smoothed", plist, Color.Blue, SymbolType.None);
                }
                zedGraphControl1.AxisChange();
                zedGraphControl1.Refresh();
                break;

            case 1:
                // der
                //printToServerConsole("dev");
                plist.Clear();
                t = 0;
                double[] drv = DataAnalysis.ComputeDerivatives(modules, Int32.Parse(frequence_box.Text));
                for (int i = 0; i < drv.Length; i++)
                {
                    plist.Add(new PointPair(t, drv[i]));
                    t += 1.0 / frequence;
                }
                myPane.Title.Text = "Derivated";
                if (!smooth)
                {
                    myPane.AddCurve("Derivated", plist, Color.Blue, SymbolType.None);
                }
                else
                {
                    myPane.AddCurve("Derivated Smoothed", plist, Color.Blue, SymbolType.None);
                }
                zedGraphControl1.AxisChange();
                zedGraphControl1.Refresh();
                break;

            case 2:
                // std
                //printToServerConsole("std");
                plist.Clear();
                t = 0;
                double[] dst0    = DataAnalysis.ComputeStandardDeviations(modules, smoothRange);
                double   epsilon = 0.4;
                // sotto i 10 non squadra nulla di corretto perche' e' troppo instabile, sopra il 25 tentenna. tra 10 e 25 ok

                /*if (smoothing_cb.Checked) {
                 *  if (smoothRange >= 10 && smoothRange < 20) {
                 *      cutOff = 0.53;
                 *  }
                 *  else if (smoothRange >= 20 && smoothRange < 30) {
                 *      cutOff = 0.33;
                 *  }
                 *  else {
                 *      cutOff = 0.21;
                 *  }
                 * }
                 * else {
                 *  cutOff = 1.5;
                 * }*/
                double[] dst = checkBox3.Checked ? DataAnalysis.ComputeSquare(dst0, frequence, cutOff, epsilon) : dst0;
                for (int i = 0; i < dst.Length; i++)
                {
                    plist.Add(new PointPair(t, dst[i]));
                    t += 1.0 / frequence;
                }
                myPane.Title.Text = "Module Standard Deviation";
                if (!smooth)
                {
                    myPane.AddCurve("Module Standard Deviation", plist, Color.Blue, SymbolType.None);
                }
                else
                {
                    myPane.AddCurve("Smoothed Module Standard Deviation", plist, Color.Blue, SymbolType.None);
                }
                zedGraphControl1.AxisChange();
                zedGraphControl1.Refresh();
                break;

            case 3:
                // euler
                EulerGraph();
                break;

            case 4:
                // dead
                int size = samplewin.Count;

                double[,] q0 = new double[size, 4];

                for (int p = 0; p < size; p++)
                {
                    for (int i = 0; i < 4; i++)
                    {
                        q0[p, i] = samplewin[p].Sensors[0].q[i];
                    }
                }

                double[,] acc = new double[size, 3];

                for (int p = 0; p < size; p++)
                {
                    for (int i = 0; i < 3; i++)
                    {
                        acc[p, i] = samplewin[p].Sensors[0].acc[i];
                    }
                }

                double[,] mag = new double[size, 3];

                for (int p = 0; p < size; p++)
                {
                    for (int i = 0; i < 3; i++)
                    {
                        mag[p, i] = samplewin[p].Sensors[0].mag[i];
                    }
                }


                PointPairList dead  = DataAnalysis.ComputeDeadReckoning(q0, acc, mag, frequence, window);
                PointPairList start = new PointPairList();
                start.Add(dead.First());
                PointPairList end = new PointPairList();
                end.Add(dead.Last());
                dead.RemoveAt(0);
                dead.RemoveAt(dead.Count - 1);

                GraphPane pane = zedGraphControl1.GraphPane;
                pane.CurveList.Clear();
                myPane.Title.Text       = "Dead Reckoning";
                myPane.YAxis.Title.Text = "m";
                myPane.XAxis.Title.Text = "m";
                pane.AddCurve("Start point", start, Color.Green, SymbolType.Square);
                pane.AddCurve("Path", dead, Color.Black, SymbolType.None);
                pane.AddCurve("End point", end, Color.Red, SymbolType.Circle);
                zedGraphControl1.AxisChange();
                zedGraphControl1.Refresh();
                break;

            case 5:
                // arc tan
                plist.Clear();
                t    = 0;
                mag  = ExtractData(2, selectedSensor);
                size = mag.GetLength(0);
                double[] magY = new double[size];
                double[] magZ = new double[size];

                for (int i = 0; i < size; i++)
                {
                    magY[i] = mag[i, 1];
                    magZ[i] = mag[i, 2];
                }

                double[,] tan   = DataAnalysis.FunzioneOrientamento(magY, magZ);
                double[,] smtan = DataAnalysis.RemoveDiscontinuities(tan);
                for (int i = 0; i < size; i++)
                {
                    plist.Add(new PointPair(t, smtan[i, 0]));
                    t += 1.0 / frequence;
                }
                myPane.Title.Text = "Arc Tan(MagY/MagZ)";
                if (!smooth)
                {
                    myPane.AddCurve("Arc Tan(MagY/MagZ)", plist, Color.Blue, SymbolType.None);
                }
                else
                {
                    myPane.AddCurve("Arc Tan(MagY/MagZ) Smoothed", plist, Color.Blue, SymbolType.None);
                }
                zedGraphControl1.AxisChange();
                zedGraphControl1.Refresh();
                break;

            case 6:
                // acc x
                plist.Clear();
                t    = 0;
                acc  = ExtractData(0, selectedSensor);
                size = acc.GetLength(0);
                double[] accX = new double[size];

                for (int i = 0; i < size; i++)
                {
                    accX[i] = acc[i, 0];
                }

                double[] accX_opt = checkBox3.Checked ? DataAnalysis.ComputeSquare(accX, frequence, 7, 0.4) : accX;
                for (int i = 0; i < size; i++)
                {
                    plist.Add(new PointPair(t, accX_opt[i]));
                    t += 1.0 / frequence;
                }
                myPane.YAxis.Title.Text = "N/kg";
                myPane.Title.Text       = "Acc X";
                if (!smooth)
                {
                    myPane.AddCurve("Acc X", plist, Color.Blue, SymbolType.None);
                }
                else
                {
                    myPane.AddCurve("Acc X Smoothed", plist, Color.Blue, SymbolType.None);
                }
                zedGraphControl1.AxisChange();
                zedGraphControl1.Refresh();
                // modulo acc x
                // point pair list
                break;
            }
        }