From 25b19b6b68d27eac9c4da25f3660eec12d724510 Mon Sep 17 00:00:00 2001 From: leverington Date: Tue, 12 Sep 2023 19:55:07 +0200 Subject: [PATCH] used liqings FAS linear reg with fake data --- hit2023v2/eventbuilder.cpp | 16 +-- hit2023v2/hit_analyse_v2.cpp | 192 ++++++++++++++++++++++++++++++-- hit2023v2/release/hit2023v2.exe | Bin 1475072 -> 1478144 bytes 3 files changed, 193 insertions(+), 15 deletions(-) diff --git a/hit2023v2/eventbuilder.cpp b/hit2023v2/eventbuilder.cpp index 999da26..224759f 100644 --- a/hit2023v2/eventbuilder.cpp +++ b/hit2023v2/eventbuilder.cpp @@ -64,7 +64,7 @@ void EventBuilder::onNewData(DataReceiver* receiver) //1. Background subtraction. frame_counter++; - +/* while (frame_counter<10000){ for (unsigned int dev_nr = 0; dev_nr < nrReceivers; dev_nr++){ for (unsigned int ch = 0; ch < channelCounts[dev_nr]; ch++) @@ -84,7 +84,7 @@ void EventBuilder::onNewData(DataReceiver* receiver) currentFrame[dev_nr].sensor_data[ch]-=backgroundFrame[dev_nr].sensor_data[ch] ; } } - +*/ lastFrameMutex.lock(); @@ -108,13 +108,13 @@ void EventBuilder::onNewData(DataReceiver* receiver) //log data if (loggingData) logDataToFile(); - //HIT_ANALYSE_V2 hit_analyse_v2;//create the object - // QString dataString = hit_analyse_v2.analyseBeamData(currentFrame); - + HIT_ANALYSE_V2 hit_analyse_v2;//create the object + QString dataString = hit_analyse_v2.analyseBeamData(currentFrame); + std::cerr << dataString.toStdString() << std::endl; // Call sendData method of the UDP server - QString dataString = QString::number(intensity) + ',' + QString::number(position) + ',' + QString::number(focus); - QByteArray data = dataString.toUtf8(); - udpServer.sendData(data); + // QString dataString = QString::number(intensity) + ',' + QString::number(position) + ',' + QString::number(focus); + //QByteArray data = dataString.toUtf8(); + // udpServer.sendData(data); } diff --git a/hit2023v2/hit_analyse_v2.cpp b/hit2023v2/hit_analyse_v2.cpp index 6a096f4..41a7874 100644 --- a/hit2023v2/hit_analyse_v2.cpp +++ b/hit2023v2/hit_analyse_v2.cpp @@ -8,6 +8,32 @@ HIT_ANALYSE_V2::HIT_ANALYSE_V2(QObject *parent) : QObject(parent) } +// Define your own functions for matrix operations +struct Matrix2x2 { + double data[2][2]; +}; + +Matrix2x2 InvertMatrix2x2(const Matrix2x2& mat) { + Matrix2x2 result; + double det = mat.data[0][0] * mat.data[1][1] - mat.data[0][1] * mat.data[1][0]; + if (det != 0.0) { + double invDet = 1.0 / det; + result.data[0][0] = mat.data[1][1] * invDet; + result.data[0][1] = -mat.data[0][1] * invDet; + result.data[1][0] = -mat.data[1][0] * invDet; + result.data[1][1] = mat.data[0][0] * invDet; + } else { + // Handle the case when the matrix is not invertible + // You might want to implement error handling here. + std::cerr << "Matrix not invertible! " << std::endl; + } + return result; +} + +struct Vector2 { + double data[2]; +}; + QString HIT_ANALYSE_V2::analyseBeamData(QVector dataframe){ double position=0.1; @@ -20,7 +46,8 @@ QString HIT_ANALYSE_V2::analyseBeamData(QVector dataframe){ std::vector signal_list(vector_length); std::vector channel_list(vector_length); - + std::vector short_signal_list; + std::vector short_channel_list; // Create a random number generator with a Gaussian distribution std::random_device rd; @@ -31,20 +58,24 @@ QString HIT_ANALYSE_V2::analyseBeamData(QVector dataframe){ std::vector result(vector_length); // Fill the vector with random values - for (int i = 0; i < vector_length; ++i) { - result[i] = static_cast(dist(gen)); - signal_list.push_back(result[i]); - channel_list.push_back(i); + for (int i = 0; i < vector_length; i++) { + double randomValue = dist(gen); + result[i] = static_cast(std::round(randomValue)); + signal_list[i] = result[i]; + channel_list[i] = i; + //std::cerr << vector_length<< " " << channel_list[i] << " " << signal_list[i] < dataframe){ //sigma = sqrt(1.0 / (2.0 * ABC_0)); focus = 2.3548/sqrt(2*p); intensity = b; +*/ + double SumArea = 0.0, SumY2 = 0.0, SumXY2 = 0.0, SumX2Y2 = 0.0, SumX3Y2 = 0.0; + double SumY2LnY = 0.0, SumXY2LnY = 0.0, Ymax = 0.0, Pomax = 0.0; + double fac_c = 0.0, Yn = 0.0, sigma = 0.0, amp = 0.0; + double SumYYP = 0.0, SumYYM = 0.0, MeanY = 0.0, window_start = 0.0, window_end = 0.0; + + // ... + + Matrix2x2 M1, M1inv; + Vector2 ABC, M2; + + for (int i = 0; i < vector_length; i++) { + if (signal_list[i] > Ymax) { + Ymax = signal_list[i]; + Pomax = channel_list[i]; + } + if (i > 0 && signal_list[i] > 20) { + SumArea += signal_list[i] * (channel_list[i] - channel_list[i - 1]); + } + } + + // Estimate sigma + sigma = SumArea / Ymax / 2.5066; + + // Set a +-3 sigma window + window_start = Pomax - 3 * sigma; + window_end = Pomax + 3 * sigma; + // std::cerr<< Pomax << " " << Ymax << " " << sigma << std::endl; + + + for (int i = 0; i < vector_length; i++) { + if (signal_list[i] > 20 && channel_list[i] > window_start && channel_list[i] < window_end) { + short_signal_list.push_back(signal_list[i]); + short_channel_list.push_back(channel_list[i]); + } + } + signal_list.clear(); + channel_list.clear(); + // Recalculate SumArea using the sieved data + SumArea = 0.0; + for (int i = 1; i < short_signal_list.size(); i++) { + SumArea += short_signal_list[i] * (short_channel_list[i] - short_channel_list[i - 1]); + } + + + const int shortlist_length = short_channel_list.size(); + + if (shortlist_length <= 3) { + intensity = -1; + focus = -1; + position = -128; + dataString += QString::number(intensity) + ',' + QString::number(position) + ',' + QString::number(focus) + + ',' + QString::number(0); + + + return dataString; + } + + // Re-Estimate sigma + sigma = SumArea / Ymax / 2.5066; + fac_c = -1.0 / (2.0 * sigma * sigma); + // std::cerr << sigma << std::endl; + for(int k=0; k dataframe){ } + + HIT_ANALYSE_V2::~HIT_ANALYSE_V2() 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