#include <TotemTimingRecHitProducerAlgorithm.h>

Classes
struct	RegressionResults

Public Member Functions
void	build (const CTPPSGeometry &, const edm::DetSetVector< TotemTimingDigi > &, edm::DetSetVector< TotemTimingRecHit > &)

void	setCalibration (const PPSTimingCalibration &)

	TotemTimingRecHitProducerAlgorithm (const edm::ParameterSet &conf)

Private Member Functions
float	constantFractionDiscriminator (const std::vector< float > &time, const std::vector< float > &data)

int	fastDiscriminator (const std::vector< float > &data, float threshold) const

RegressionResults	simplifiedLinearRegression (const std::vector< float > &time, const std::vector< float > &data, const unsigned int start_at, const unsigned int points) const

Private Attributes
int	baselinePoints_

double	cfdFraction_

double	hysteresis_

double	lowPassFrequency_

bool	mergeTimePeaks_

TotemTimingRecHit::TimingAlgorithm	mode_

std::unique_ptr< TotemTimingConversions >	sampicConversions_

double	saturationLimit_

int	smoothingPoints_

Static Private Attributes
static float	SINC_COEFFICIENT = M_PI*2 / 7.8

Detailed Description

Definition at line 28 of file TotemTimingRecHitProducerAlgorithm.h.

Constructor & Destructor Documentation

TotemTimingRecHitProducerAlgorithm::TotemTimingRecHitProducerAlgorithm ( const edm::ParameterSet & conf )

Definition at line 18 of file TotemTimingRecHitProducerAlgorithm.cc.

                                                                                                      :
   mergeTimePeaks_  (iConfig.getParameter<bool>  ("mergeTimePeaks")),
   baselinePoints_  (iConfig.getParameter<int>   ("baselinePoints")),
   saturationLimit_ (iConfig.getParameter<double>("saturationLimit")),
   cfdFraction_     (iConfig.getParameter<double>("cfdFraction")),
   smoothingPoints_ (iConfig.getParameter<int>   ("smoothingPoints")),
   lowPassFrequency_(iConfig.getParameter<double>("lowPassFrequency")),
   hysteresis_      (iConfig.getParameter<double>("hysteresis"))
 {}

Member Function Documentation

void TotemTimingRecHitProducerAlgorithm::build	(	const CTPPSGeometry &	geom,
		const edm::DetSetVector< TotemTimingDigi > &	input,
		edm::DetSetVector< TotemTimingRecHit > &	output
	)

Definition at line 39 of file TotemTimingRecHitProducerAlgorithm.cc.

References baselinePoints_, TotemTimingRecHit::CFD, constantFractionDiscriminator(), data, Exception, edm::DetSetVector< T >::find_or_insert(), CTPPSGeometry::getSensorNoThrow(), mps_fire::i, mode_, TotemTimingRecHit::NO_T_AVAILABLE, DetGeomDesc::params(), DetGeomDesc::parentZPosition(), edm::DetSet< T >::push_back(), sampicConversions_, saturationLimit_, simplifiedLinearRegression(), lumiQTWidget::t, ntuplemaker::time, and DetGeomDesc::translation().

Referenced by TotemTimingRecHitProducer::produce().

 {
   for (const auto& vec : input) {
     const TotemTimingDetId detid(vec.detId());
 
     float x_pos = 0.f, y_pos = 0.f, z_pos = 0.f;
     float x_width = 0.f, y_width = 0.f, z_width = 0.f;
 
     // retrieve the geometry element associated to this DetID ( if present )
     const DetGeomDesc* det = geom.getSensorNoThrow(detid);
 
     if (det) {
       x_pos = det->translation().x();
       y_pos = det->translation().y();
       z_pos = det->parentZPosition(); // retrieve the plane position;
 
       x_width = 2.0 * det->params()[0], // parameters stand for half the size
       y_width = 2.0 * det->params()[1],
       z_width = 2.0 * det->params()[2];
     }
     else
       throw cms::Exception("TotemTimingRecHitProducerAlgorithm") << "Failed to retrieve a sensor for " << detid;
 
     if (!sampicConversions_)
       throw cms::Exception("TotemTimingRecHitProducerAlgorithm") << "No timing conversion retrieved.";
 
     edm::DetSet<TotemTimingRecHit>& rec_hits = output.find_or_insert(detid);
 
     for (const auto& digi : vec) {
       const float triggerCellTimeInstant(sampicConversions_->triggerTime(digi));
       const float timePrecision(sampicConversions_->timePrecision(digi));
       const std::vector<float> time(sampicConversions_->timeSamples(digi));
       std::vector<float> data(sampicConversions_->voltSamples(digi));
 
       auto max_it = std::max_element(data.begin(), data.end());
 
       RegressionResults baselineRegression =
         simplifiedLinearRegression(time, data, 0, baselinePoints_);
 
       // remove baseline
       std::vector<float> dataCorrected(data.size());
       for (unsigned int i = 0; i < data.size(); ++i)
         dataCorrected[i] = data[i] - (baselineRegression.q + baselineRegression.m * time[i]);
       auto max_corrected_it =
         std::max_element(dataCorrected.begin(), dataCorrected.end());
 
       float t = TotemTimingRecHit::NO_T_AVAILABLE;
       if (*max_it < saturationLimit_)
         t = constantFractionDiscriminator(time, dataCorrected);
 
       mode_ = TotemTimingRecHit::CFD;
 
       rec_hits.push_back(TotemTimingRecHit(
         x_pos, x_width, y_pos, y_width, z_pos, z_width, // spatial information
         t, triggerCellTimeInstant, timePrecision, *max_corrected_it,
         baselineRegression.rms, mode_));
     }
   }
 }

float TotemTimingRecHitProducerAlgorithm::constantFractionDiscriminator	(	const std::vector< float > &	time,
		const std::vector< float > &	data
	)

private

Definition at line 174 of file TotemTimingRecHitProducerAlgorithm.cc.

References baselinePoints_, cfdFraction_, fastDiscriminator(), mps_fire::i, lowPassFrequency_, SiStripPI::max, TotemTimingRecHit::NO_T_AVAILABLE, funct::sin(), SINC_COEFFICIENT, smoothingPoints_, electronIdCutBased_cfi::threshold, and x.

Referenced by build(), and TotemTimingRecHitProducerAlgorithm::RegressionResults::RegressionResults().

 {
   std::vector<float> dataProcessed(data);
   if (lowPassFrequency_ != 0) // Smoothing
     for (unsigned short i = 0; i < data.size(); ++i)
       for (unsigned short j = -smoothingPoints_/2; j <= +smoothingPoints_/2; ++j)
         if ((i+j) >= 0 && (i+j) < data.size() && j != 0) {
           float x = SINC_COEFFICIENT * lowPassFrequency_ * j;
           dataProcessed[i] += data[i + j] * std::sin(x) / x;
         }
   auto max_it = std::max_element(dataProcessed.begin(), dataProcessed.end());
   float max = *max_it;
 
   float threshold = cfdFraction_ * max;
   int indexOfThresholdCrossing = fastDiscriminator(dataProcessed, threshold);
 
   //--- necessary sanity checks before proceeding with the extrapolation
   return (indexOfThresholdCrossing >= 1
        && indexOfThresholdCrossing >= baselinePoints_
        && indexOfThresholdCrossing < (int)time.size())
     ? (time[indexOfThresholdCrossing-1]-time[indexOfThresholdCrossing])
       / (dataProcessed[indexOfThresholdCrossing-1] -dataProcessed[indexOfThresholdCrossing]) * (threshold-dataProcessed[indexOfThresholdCrossing])
       + time[indexOfThresholdCrossing]
     : TotemTimingRecHit::NO_T_AVAILABLE;
 }

int TotemTimingRecHitProducerAlgorithm::fastDiscriminator	(	const std::vector< float > &	data,
		float	threshold
	)		const

private

Definition at line 142 of file TotemTimingRecHitProducerAlgorithm.cc.

References hysteresis_, and mps_fire::i.

Referenced by constantFractionDiscriminator(), and TotemTimingRecHitProducerAlgorithm::RegressionResults::RegressionResults().

 {
   int threholdCrossingIndex = -1;
   bool above = false;
   bool lockForHysteresis = false;
 
   for (unsigned int i = 0; i < data.size(); ++i) {
     // Look for first edge
     if (!above && !lockForHysteresis && data[i] > threshold) {
       threholdCrossingIndex = i;
       above = true;
       lockForHysteresis = true;
     }
     if (above && lockForHysteresis) // NOTE: not else if!, "above" can be set in
                                     // the previous if
     {
       // Lock until above threshold_+hysteresis
       if (lockForHysteresis && data[i] > threshold + hysteresis_)
         lockForHysteresis = false;
       // Ignore noise peaks
       if (lockForHysteresis && data[i] < threshold) {
         above = false;
         lockForHysteresis = false;
         threholdCrossingIndex = -1; // assigned because of noise
       }
     }
   }
 
   return threholdCrossingIndex;
 }

void TotemTimingRecHitProducerAlgorithm::setCalibration ( const PPSTimingCalibration & calib )

Definition at line 31 of file TotemTimingRecHitProducerAlgorithm.cc.

References mergeTimePeaks_, and sampicConversions_.

Referenced by TotemTimingRecHitProducer::produce().

 {
   sampicConversions_.reset(new TotemTimingConversions(mergeTimePeaks_, calib));
 }

TotemTimingRecHitProducerAlgorithm::RegressionResults TotemTimingRecHitProducerAlgorithm::simplifiedLinearRegression	(	const std::vector< float > &	time,
		const std::vector< float > &	data,
		const unsigned int	start_at,
		const unsigned int	points
	)		const

private

Definition at line 104 of file TotemTimingRecHitProducerAlgorithm.cc.

References mps_fire::i, TotemTimingRecHitProducerAlgorithm::RegressionResults::m, min(), GetRecoTauVFromDQM_MC_cff::next, hiPixelPairStep_cff::points, funct::pow(), TotemTimingRecHitProducerAlgorithm::RegressionResults::q, TotemTimingRecHitProducerAlgorithm::RegressionResults::rms, mathSSE::sqrt(), fftjetcommon_cfi::sx, and fftjetcommon_cfi::sy.

Referenced by build(), and TotemTimingRecHitProducerAlgorithm::RegressionResults::RegressionResults().

 {
   RegressionResults results;
   if (time.size() != data.size())
     return results;
   if (start_at > time.size())
     return results;
   unsigned int stop_at = std::min((unsigned int)time.size(), start_at + points);
   unsigned int realPoints = stop_at - start_at;
   auto t_begin = std::next(time.begin(), start_at);
   auto t_end = std::next(time.begin(), stop_at);
   auto d_begin = std::next(data.begin(), start_at);
   auto d_end = std::next(data.begin(), stop_at);
 
   const float sx = std::accumulate(t_begin, t_end, 0.);
   const float sxx = std::inner_product(t_begin, t_end, t_begin, 0.); // sum(t**2)
   const float sy = std::accumulate(d_begin, d_end, 0.);
 
   float sxy = 0.;
   for (unsigned int i = 0; i < realPoints; ++i)
     sxy += time[i]*data[i];
 
   // y = mx + q
   results.m = (sxy * realPoints - sx * sy) / (sxx * realPoints - sx * sx);
   results.q = sy / realPoints - results.m * sx / realPoints;
 
   float correctedSyy = 0.;
   for (unsigned int i = 0; i < realPoints; ++i)
     correctedSyy += pow(data[i] - (results.m * time[i] + results.q), 2);
   results.rms = sqrt(correctedSyy / realPoints);
 
   return results;
 }