#include <CSCFindPeakTime.h>
Public Member Functions | |
float | averageTime (int tmax, const float *adc) |
Weighted average of time bins. | |
CSCFindPeakTime (const edm::ParameterSet &ps) | |
void | fivePoleFitCharge (int tmax, const float *adc, const float &t_zero, const float &t_peak, std::vector< float > &adcsFit) |
float | fivePoleFitTime (int tmax, const float *adc, float t_peak) |
float | parabolaFitTime (int tmax, const float *adc) |
Parabolic fit to three time bins centered on maximum. | |
float | peakTime (int tmax, const float *adc, float t_peak) |
Basic result of this class. | |
~CSCFindPeakTime () | |
Private Attributes | |
bool | useAverageTime |
bool | useFivePoleFit |
bool | useParabolaFit |
This is CSCFindPeakTime
Used to provide improved estimate of SCA peak time.
Definition at line 13 of file CSCFindPeakTime.h.
CSCFindPeakTime::CSCFindPeakTime | ( | const edm::ParameterSet & | ps | ) | [explicit] |
Definition at line 8 of file CSCFindPeakTime.cc.
References edm::ParameterSet::getParameter(), LogTrace, useAverageTime, useFivePoleFit, and useParabolaFit.
: useAverageTime(false), useParabolaFit(false), useFivePoleFit(false) { useAverageTime = ps.getParameter<bool>("UseAverageTime"); useParabolaFit = ps.getParameter<bool>("UseParabolaFit"); useFivePoleFit = ps.getParameter<bool>("UseFivePoleFit"); LogTrace("CSCRecHit") << "[CSCFindPeakTime] useAverageTime=" << useAverageTime << ", useParabolaFit=" << useParabolaFit << ", useFivePoleFit=" << useFivePoleFit; }
CSCFindPeakTime::~CSCFindPeakTime | ( | ) | [inline] |
Definition at line 19 of file CSCFindPeakTime.h.
{};
float CSCFindPeakTime::averageTime | ( | int | tmax, |
const float * | adc | ||
) |
Weighted average of time bins.
Definition at line 34 of file CSCFindPeakTime.cc.
References i.
Referenced by peakTime().
void CSCFindPeakTime::fivePoleFitCharge | ( | int | tmax, |
const float * | adc, | ||
const float & | t_zero, | ||
const float & | t_peak, | ||
std::vector< float > & | adcsFit | ||
) |
Integrated charge after fivePoleFitTime
Definition at line 151 of file CSCFindPeakTime.cc.
References create_public_lumi_plots::exp, i, j, N, lumiQTWidget::t, x, and detailsBasic3DVector::y.
{ //@@ This code can certainly be replaced by fivePoleFitTime above, but I haven't time to do that now (Tim). float p0 = 4./t_peak; float tt0 = t_zero; int n_fit = 4; if ( tmax == 6 ) n_fit=3; float tb[4], y[4]; for ( int t = 0; t < 4; ++t ){ tb[t] = (tmax + t - 1) * 50.; y[t] = adc[t]; } // Find the normalization factor for the function float x[4]; float sx2 = 0.; float sxy = 0.; for ( int j=0; j < n_fit; ++j ) { float t = tb[j]; x[j] = (t-tt0)*(t-tt0)*(t-tt0)*(t-tt0) * exp( -p0 * (t-tt0) ); sx2 = sx2 + x[j] * x[j]; sxy = sxy + x[j] * y[j]; } float N = sxy / sx2; // Now compute charge for a given t --> only need charges at: t_peak-50, t_peak and t_peak+50 for ( int i = 0; i < 3; ++i ) { float t = t_peak + (i - 1) * 50.; float q_fitted = N * (t-tt0)*(t-tt0)*(t-tt0)*(t-tt0) * exp( -p0 * (t-tt0) ); adcsFit.push_back(q_fitted); } return; }
float CSCFindPeakTime::fivePoleFitTime | ( | int | tmax, |
const float * | adc, | ||
float | t_peak | ||
) |
Based on RecoLocalMuon/CSCStandAlone/interface/PulseTime.h by S. Durkin, and ported by D. Fortin. Comments updated by Tim Cox Apr 2009.
The SCA pulse shape should be representable by a function
N*(p0^2/256/exp(-4)) * (t-t0)^4 * exp( -p0*(t-t0) )
Rather than do a full fit with varying peak time too, assume the peak time is fixed to 133 nsec w.r.t. start time, t0, and fit for t0. The fit uses a binary search in t0, and at each step calculates the overall normalization factor between the function and the SCA pulse height as a least-squares fit over the 4 time bins tmax -1, tmax, tmax+1, tmax+2
Note: t0peak =4/p0 = 133 nsec, and adc[0] is arbitrarily defined a time of 0.0 nsec.
Definition at line 68 of file CSCFindPeakTime.cc.
References create_public_lumi_plots::exp, j, cond::rpcobgas::time, and x.
Referenced by peakTime().
{ // Input is // tmax = bin# 0-7 containing max SCA pulse height // adc = 4-dim array containing SCA pulse heights in bins tmax-1 to tmax+2 // t_peak = input estimate for SCA peak time // Returned value is improved (we hope) estimate for SCA peak time // Algorithm is to fit five-pole Semi-Gaussian function for start time of SCA pulse, t0 // (The SCA peak is assumed to be 133 ns from t0.) // Note that t^4 in time domain corresponds to 1/t^5 in frequency domain (that's the 5 poles). // Initialize parameters to sensible (?) values float t0 = 0.; float t0peak = 133.; // this is offset of peak from start time t0 float p0 = 4./t0peak; // Require that tmax is in range 2-6 of bins the eight SCA time bins 0-7 // (Bins 0, 1 used for dynamic ped) if ( tmax < 2 || tmax > 6 ) return t_peak; //@@ Just return the input value // Set up time bins to match adc[4] input float tb[4]; for ( int time=0; time<4; ++time ){ tb[time] = (tmax + time -1) * 50.; } // How many time bins are we fitting? int n_fit = 4; if ( tmax == 6 ) n_fit = 3; float chi_min = 1.e10; float chi_last = 1.e10; float tt0 = 0.; float chi2 = 0.; float del_t = 100.; float x[4]; float sx2 = 0.; float sxy = 0.; float fN = 0.; while ( del_t > 1. ) { sx2 = 0.; sxy = 0.; for ( int j=0; j < n_fit; ++j ) { float tdif = tb[j] - tt0; x[j] = tdif * tdif * tdif * tdif * exp( -p0 * tdif ); sx2 += x[j] * x[j]; sxy += x[j] * adc[j]; } fN = sxy / sx2; // least squares fit over time bins i to adc[i] = fN * fivePoleFunction[i] // Compute chi^2 chi2 = 0.0; for (int j=0; j < n_fit; ++j) chi2 += (adc[j] - fN * x[j]) * (adc[j] - fN * x[j]); // Test on chi^2 to decide what to do if ( chi_last > chi2 ) { if (chi2 < chi_min ){ t0 = tt0; } chi_last = chi2; tt0 = tt0 + del_t; } else { tt0 = tt0 - 2. * del_t; del_t = del_t / 2.; tt0 = tt0 + del_t; chi_last = 1.0e10; } } return t0 + t0peak; }
float CSCFindPeakTime::parabolaFitTime | ( | int | tmax, |
const float * | adc | ||
) |
Parabolic fit to three time bins centered on maximum.
Definition at line 45 of file CSCFindPeakTime.cc.
References LogTrace, and tmax.
Referenced by peakTime().
{ // 3-point parabolic fit, from Andy Kubik // We calculate offset to tmax by finding the peak of a parabola through three points float tpeak = tmax; float tcorr = 0; // By construction, input array adc is for bins tmax-1 to tmax+2 float y1 = adc[0]; float y2 = adc[1]; float y3 = adc[2]; // Checked and simplified... Tim Cox 08-Apr-2009 // Denominator is not zero unless we fed in nonsense values with y2 not the peak! if ( (y1+y3) < 2.*y2 ) tcorr = 0.5 * ( y1 - y3 ) / ( y1 - 2.*y2 + y3 ); tpeak += tcorr; LogTrace("CSCFindPeakTime") << "[CSCFindPeakTime] tmax=" << tmax << ", parabolic peak time is tmax+" << tcorr <<" bins, or " << tpeak*50. << " ns"; return tpeak * 50.; // convert to ns. }
float CSCFindPeakTime::peakTime | ( | int | tmax, |
const float * | adc, | ||
float | t_peak | ||
) |
Basic result of this class.
Definition at line 18 of file CSCFindPeakTime.cc.
References averageTime(), fivePoleFitTime(), parabolaFitTime(), useAverageTime, useFivePoleFit, and useParabolaFit.
{ if ( useAverageTime ) { return averageTime( tmax, adc ); } else if ( useParabolaFit ) { return parabolaFitTime( tmax, adc ); } else if ( useFivePoleFit ) { return fivePoleFitTime( tmax, adc, t_peak); } else { // return something, anyway.. may as well be average return averageTime( tmax, adc ); } }
bool CSCFindPeakTime::useAverageTime [private] |
Definition at line 56 of file CSCFindPeakTime.h.
Referenced by CSCFindPeakTime(), and peakTime().
bool CSCFindPeakTime::useFivePoleFit [private] |
Definition at line 58 of file CSCFindPeakTime.h.
Referenced by CSCFindPeakTime(), and peakTime().
bool CSCFindPeakTime::useParabolaFit [private] |
Definition at line 57 of file CSCFindPeakTime.h.
Referenced by CSCFindPeakTime(), and peakTime().