| 1 | /* ======================================================================== *\ | 
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| 2 | ! | 
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| 3 | ! * | 
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| 4 | ! * This file is part of MARS, the MAGIC Analysis and Reconstruction | 
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| 5 | ! * Software. It is distributed to you in the hope that it can be a useful | 
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| 6 | ! * and timesaving tool in analysing Data of imaging Cerenkov telescopes. | 
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| 7 | ! * It is distributed WITHOUT ANY WARRANTY. | 
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| 8 | ! * | 
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| 9 | ! * Permission to use, copy, modify and distribute this software and its | 
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| 10 | ! * documentation for any purpose is hereby granted without fee, | 
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| 11 | ! * provided that the above copyright notice appear in all copies and | 
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| 12 | ! * that both that copyright notice and this permission notice appear | 
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| 13 | ! * in supporting documentation. It is provided "as is" without express | 
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| 14 | ! * or implied warranty. | 
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| 15 | ! * | 
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| 16 | ! | 
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| 17 | ! | 
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| 18 | !   Author(s): Markus Gaug   11/2003 <mailto:markus@ifae.es> | 
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| 19 | ! | 
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| 20 | !   Copyright: MAGIC Software Development, 2000-2004 | 
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| 21 | ! | 
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| 22 | ! | 
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| 23 | \* ======================================================================== */ | 
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| 24 | ///////////////////////////////////////////////////////////////////////////// | 
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| 25 | // | 
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| 26 | // MCalibrationIntensityRelTimeCam | 
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| 27 | // | 
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| 28 | // Storage container for intensity charge calibration results. | 
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| 29 | // | 
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| 30 | // Individual MCalibrationRelTimeCam's can be retrieved with: | 
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| 31 | // - GetCam() yielding the current cam. | 
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| 32 | // - GetCam("name") yielding the current camera with name "name". | 
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| 33 | // - GetCam(i) yielding the i-th camera. | 
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| 34 | // | 
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| 35 | // See also: MCalibrationIntensityCam, MCalibrationRelTimeCam, | 
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| 36 | //           MCalibrationRelTimePix, MCalibrationRelTimeCalc, MCalibrationQECam | 
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| 37 | //           MHCalibrationRelTimePix, MHCalibrationRelTimeCam | 
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| 38 | // | 
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| 39 | ///////////////////////////////////////////////////////////////////////////// | 
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| 40 | #include "MCalibrationIntensityRelTimeCam.h" | 
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| 41 | #include "MCalibrationRelTimeCam.h" | 
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| 42 | #include "MCalibrationChargeCam.h" | 
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| 43 | #include "MCalibrationRelTimePix.h" | 
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| 44 | #include "MCalibrationChargePix.h" | 
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| 45 |  | 
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| 46 | #include "MGeomCam.h" | 
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| 47 | #include "MGeomPix.h" | 
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| 48 |  | 
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| 49 | #include "MHCamera.h" | 
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| 50 |  | 
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| 51 | #include "MLogManip.h" | 
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| 52 |  | 
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| 53 | #include <TOrdCollection.h> | 
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| 54 | #include <TGraphErrors.h> | 
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| 55 | #include <TH1D.h> | 
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| 56 | #include <TF1.h> | 
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| 57 |  | 
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| 58 | ClassImp(MCalibrationIntensityRelTimeCam); | 
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| 59 |  | 
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| 60 | using namespace std; | 
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| 61 |  | 
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| 62 | // -------------------------------------------------------------------------- | 
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| 63 | // | 
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| 64 | // Default constructor. | 
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| 65 | // | 
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| 66 | MCalibrationIntensityRelTimeCam::MCalibrationIntensityRelTimeCam(const char *name, const char *title) | 
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| 67 | { | 
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| 68 |  | 
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| 69 | fName  = name  ? name  : "MCalibrationIntensityRelTimeCam"; | 
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| 70 | fTitle = title ? title : "Results of the Intensity Calibration"; | 
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| 71 |  | 
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| 72 | InitSize(1); | 
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| 73 | } | 
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| 74 |  | 
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| 75 | // ------------------------------------------------------------------- | 
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| 76 | // | 
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| 77 | // Add MCalibrationRelTimeCam's in the ranges from - to. | 
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| 78 | // | 
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| 79 | void MCalibrationIntensityRelTimeCam::Add(const UInt_t from, const UInt_t to) | 
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| 80 | { | 
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| 81 | for (UInt_t i=from; i<to; i++) | 
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| 82 | fCams->AddAt(new MCalibrationRelTimeCam,i); | 
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| 83 | } | 
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| 84 |  | 
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| 85 | TGraphErrors *MCalibrationIntensityRelTimeCam::GetTimeResVsCharge( const UInt_t pixid, const MCalibrationIntensityChargeCam &chargecam, const MCalibrationCam::PulserColor_t col) | 
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| 86 | { | 
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| 87 |  | 
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| 88 | if (chargecam.GetSize() != GetSize()) | 
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| 89 | { | 
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| 90 | *fLog << err << GetDescriptor() << ": Size mismatch between MCalibrationIntensityRelTimeCam " | 
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| 91 | << "and MCalibrationIntensityChargeCam. " << endl; | 
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| 92 | return NULL; | 
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| 93 | } | 
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| 94 |  | 
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| 95 | Int_t size = CountNumEntries(col); | 
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| 96 |  | 
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| 97 | if (size == 0) | 
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| 98 | return NULL; | 
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| 99 |  | 
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| 100 | if (size != chargecam.CountNumEntries(col)) | 
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| 101 | { | 
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| 102 | *fLog << err << GetDescriptor() << ": Size mismatch in colour between MCalibrationIntensityRelTimeCam " | 
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| 103 | << "and MCalibrationIntensityChargeCam. " << endl; | 
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| 104 | return NULL; | 
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| 105 | } | 
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| 106 |  | 
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| 107 | const Int_t nvalid = chargecam.CountNumValidEntries(pixid,col); | 
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| 108 |  | 
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| 109 | if (nvalid == 0) | 
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| 110 | { | 
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| 111 | *fLog << err << GetDescriptor() << ": Only un-calibrated events in pixel: " << pixid << endl; | 
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| 112 | return NULL; | 
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| 113 | } | 
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| 114 |  | 
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| 115 | TArrayF res(nvalid); | 
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| 116 | TArrayF reserr(nvalid); | 
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| 117 | TArrayF sig(nvalid); | 
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| 118 | TArrayF sigerr(nvalid); | 
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| 119 |  | 
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| 120 | const Float_t sqrt2   = 1.414; | 
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| 121 | const Float_t fadc2ns = 3.333; | 
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| 122 |  | 
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| 123 | Int_t cnt = 0; | 
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| 124 |  | 
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| 125 | for (Int_t i=0;i<GetSize();i++) | 
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| 126 | { | 
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| 127 | // | 
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| 128 | // Get the calibration cam from the intensity cam | 
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| 129 | // | 
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| 130 | MCalibrationChargeCam *cam     = (MCalibrationChargeCam*)chargecam.GetCam(i); | 
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| 131 | MCalibrationRelTimeCam *relcam = (MCalibrationRelTimeCam*)GetCam(i); | 
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| 132 |  | 
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| 133 | if (col != MCalibrationCam::kNONE) | 
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| 134 | if (relcam->GetPulserColor() != col) | 
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| 135 | continue; | 
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| 136 | // | 
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| 137 | // Get the calibration pix from the calibration cam | 
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| 138 | // | 
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| 139 | MCalibrationChargePix  &pix    = (MCalibrationChargePix&)(*cam)[pixid]; | 
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| 140 | MCalibrationRelTimePix &relpix = (MCalibrationRelTimePix&)(*relcam)[pixid]; | 
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| 141 | // | 
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| 142 | // Don't use bad pixels | 
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| 143 | // | 
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| 144 | if (!pix.IsFFactorMethodValid()) | 
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| 145 | continue; | 
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| 146 | // | 
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| 147 | res[cnt]    = relpix.GetTimePrecision() / sqrt2 * fadc2ns; | 
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| 148 | reserr[cnt] = relpix.GetTimePrecisionErr() / sqrt2 * fadc2ns; | 
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| 149 | // | 
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| 150 | sig   [cnt] = pix.GetPheFFactorMethod(); | 
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| 151 | sigerr[cnt] = pix.GetPheFFactorMethodErr(); | 
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| 152 | cnt++; | 
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| 153 | } | 
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| 154 |  | 
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| 155 | TGraphErrors *gr = new TGraphErrors(nvalid, | 
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| 156 | sig.GetArray(),res.GetArray(), | 
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| 157 | sigerr.GetArray(),reserr.GetArray()); | 
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| 158 | gr->SetTitle(Form("%s%3i","Pixel ",pixid)); | 
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| 159 | gr->GetXaxis()->SetTitle("<Photo-electrons> [1]"); | 
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| 160 | gr->GetYaxis()->SetTitle("Time Resolution [ns]"); | 
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| 161 | return gr; | 
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| 162 | } | 
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| 163 |  | 
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| 164 |  | 
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| 165 | TGraphErrors *MCalibrationIntensityRelTimeCam::GetTimeResVsChargePerArea( const Int_t aidx,const MCalibrationIntensityChargeCam &chargecam, const MGeomCam &geom, const MCalibrationCam::PulserColor_t col) | 
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| 166 | { | 
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| 167 |  | 
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| 168 | Int_t size = CountNumEntries(col); | 
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| 169 |  | 
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| 170 | if (size == 0) | 
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| 171 | return NULL; | 
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| 172 |  | 
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| 173 | if (size != chargecam.CountNumEntries(col)) | 
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| 174 | { | 
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| 175 | *fLog << err << GetDescriptor() << ": Size mismatch in colour between MCalibrationIntensityRelTimeCam " | 
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| 176 | << "and MCalibrationIntensityChargeCam. " << endl; | 
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| 177 | return NULL; | 
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| 178 | } | 
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| 179 |  | 
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| 180 | if (col == MCalibrationCam::kBLUE) | 
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| 181 | size -= 5; | 
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| 182 | if (col == MCalibrationCam::kNONE) | 
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| 183 | size -= 5; | 
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| 184 |  | 
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| 185 | const Float_t sqrt2   = 1.414; | 
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| 186 | const Float_t fadc2ns = 3.333; | 
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| 187 | const Float_t norm    = fadc2ns / sqrt2; | 
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| 188 |  | 
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| 189 | TArrayD res(size); | 
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| 190 | TArrayD reserr(size); | 
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| 191 | TArrayD sig(size); | 
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| 192 | TArrayD sigerr(size); | 
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| 193 |  | 
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| 194 | Int_t cnt = 0; | 
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| 195 |  | 
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| 196 | TH1D *h = 0; | 
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| 197 |  | 
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| 198 | for (Int_t i=0;i<GetSize();i++) | 
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| 199 | { | 
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| 200 | // | 
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| 201 | // Get the calibration cam from the intensity cam | 
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| 202 | // | 
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| 203 | MCalibrationRelTimeCam *relcam = (MCalibrationRelTimeCam*)GetCam(i); | 
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| 204 | MCalibrationChargeCam *cam = (MCalibrationChargeCam*)chargecam.GetCam(i); | 
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| 205 |  | 
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| 206 | if (relcam->GetPulserColor() != col && col != MCalibrationCam::kNONE) | 
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| 207 | continue; | 
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| 208 |  | 
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| 209 | const MCalibrationChargePix &apix = (MCalibrationChargePix&)cam->GetAverageArea(aidx); | 
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| 210 | const Double_t phe          = (Double_t)apix.GetPheFFactorMethod(); | 
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| 211 | const Double_t pheerr       = (Double_t)apix.GetPheFFactorMethodErr(); | 
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| 212 |  | 
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| 213 | if (relcam->GetPulserColor() == MCalibrationCam::kBLUE) | 
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| 214 | if (aidx == 0) | 
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| 215 | { | 
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| 216 | if (phe > 100. && phe < 190.) | 
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| 217 | continue; | 
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| 218 | } | 
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| 219 | else | 
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| 220 | { | 
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| 221 | if (phe > 200. && phe < 480.) | 
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| 222 | continue; | 
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| 223 | } | 
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| 224 |  | 
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| 225 | if (relcam->GetPulserColor() == MCalibrationCam::kUV) | 
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| 226 | *fLog << inf << "NUMBER: " << i << endl; | 
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| 227 |  | 
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| 228 | sig[cnt]       = phe; | 
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| 229 | sigerr[cnt]    = pheerr; | 
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| 230 |  | 
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| 231 | Double_t resol  = 0.; | 
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| 232 | Double_t resol2 = 0.; | 
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| 233 | Double_t var    = 0.; | 
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| 234 | Int_t    num    = 0; | 
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| 235 |  | 
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| 236 | MHCamera camres(geom,"CamRes","Time Resolution;Time Resolution [ns];channels"); | 
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| 237 | // | 
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| 238 | // Get the area calibration pix from the calibration cam | 
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| 239 | // | 
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| 240 | for (Int_t j=0; j<cam->GetSize(); j++) | 
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| 241 | { | 
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| 242 | const MCalibrationChargePix &pix = (MCalibrationChargePix&)(*cam)[j]; | 
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| 243 | const MCalibrationRelTimePix &relpix = (MCalibrationRelTimePix&)(*relcam)[j]; | 
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| 244 | // | 
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| 245 | // Don't use bad pixels | 
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| 246 | // | 
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| 247 | if (!pix.IsFFactorMethodValid()) | 
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| 248 | continue; | 
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| 249 | // | 
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| 250 | // | 
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| 251 | if (aidx != geom[j].GetAidx()) | 
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| 252 | continue; | 
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| 253 |  | 
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| 254 | const Double_t pres = (Double_t)relpix.GetTimePrecision(); | 
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| 255 |  | 
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| 256 | resol  += pres; | 
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| 257 | resol2 += pres; | 
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| 258 | num++; | 
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| 259 |  | 
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| 260 | camres.Fill(j,pres); | 
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| 261 | camres.SetUsed(j); | 
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| 262 | } | 
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| 263 |  | 
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| 264 | if (num > 100) | 
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| 265 | { | 
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| 266 | resol /= num; | 
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| 267 | var  = (resol2 - resol*resol*num) / (num-1); | 
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| 268 |  | 
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| 269 | res[cnt] = resol; | 
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| 270 | if (var > 0.) | 
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| 271 | reserr[cnt] = TMath::Sqrt(var); | 
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| 272 | else | 
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| 273 | reserr[cnt] = 0.; | 
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| 274 |  | 
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| 275 | // | 
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| 276 | // Make also a Gauss-fit to the distributions. The RMS can be determined by | 
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| 277 | // outlier, thus we look at the sigma and the RMS and take the smaller one, afterwards. | 
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| 278 | // | 
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| 279 | h = camres.ProjectionS(TArrayI(),TArrayI(1,&aidx),"_py",750); | 
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| 280 | h->SetDirectory(NULL); | 
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| 281 | h->Fit("gaus","QL"); | 
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| 282 | TF1 *fit = h->GetFunction("gaus"); | 
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| 283 |  | 
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| 284 | Double_t ci2   = fit->GetChisquare(); | 
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| 285 | Double_t sigma = fit->GetParameter(2); | 
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| 286 |  | 
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| 287 | if (ci2 > 500. || sigma > reserr[cnt]) | 
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| 288 | { | 
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| 289 | h->Fit("gaus","QLM"); | 
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| 290 | fit = h->GetFunction("gaus"); | 
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| 291 |  | 
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| 292 | ci2   = fit->GetChisquare(); | 
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| 293 | sigma = fit->GetParameter(2); | 
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| 294 | } | 
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| 295 |  | 
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| 296 | const Double_t mean  = fit->GetParameter(1); | 
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| 297 | const Int_t ndf      = fit->GetNDF(); | 
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| 298 |  | 
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| 299 | *fLog << inf << "Mean number photo-electrons: " << sig[cnt] << endl; | 
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| 300 | *fLog << inf << "Time Resolution area idx: " << aidx << " Results: " << endl; | 
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| 301 | *fLog << inf << "Mean: " << Form("%4.3f",mean) | 
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| 302 | << "+-" << Form("%4.3f",fit->GetParError(1)) | 
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| 303 | << "  Sigma: " << Form("%4.3f",sigma) << "+-" << Form("%4.3f",fit->GetParError(2)) | 
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| 304 | << "  Chisquare: " << Form("%4.3f",fit->GetChisquare()) << "  NDF  : " << ndf << endl; | 
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| 305 |  | 
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| 306 | delete h; | 
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| 307 | gROOT->GetListOfFunctions()->Remove(fit); | 
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| 308 |  | 
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| 309 | if ((sigma < reserr[cnt] || reserr[cnt]<0.001) && ndf > 2) | 
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| 310 | { | 
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| 311 | res   [cnt] = mean; | 
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| 312 | reserr[cnt] = sigma; | 
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| 313 | } | 
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| 314 | else | 
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| 315 | *fLog << warn << "Do not take fit results, but Mean and RMS: " << Form("%4.3f",res[cnt]) << "+-" << Form("%4.3f",reserr[cnt]) << endl; | 
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| 316 |  | 
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| 317 | res[cnt]    *= norm; | 
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| 318 | reserr[cnt] *= norm; | 
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| 319 | cnt++; | 
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| 320 | } | 
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| 321 | } | 
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| 322 |  | 
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| 323 | TGraphErrors *gr = new TGraphErrors(size, | 
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| 324 | sig.GetArray(),res.GetArray(), | 
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| 325 | sigerr.GetArray(),reserr.GetArray()); | 
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| 326 | gr->SetTitle(Form("%s%3i","Area Index ",aidx)); | 
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| 327 | gr->GetXaxis()->SetTitle("<phes> [1]"); | 
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| 328 | gr->GetYaxis()->SetTitle("Time Resolution [ns]"); | 
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| 329 | return gr; | 
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| 330 | } | 
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| 331 |  | 
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| 332 | TGraphErrors *MCalibrationIntensityRelTimeCam::GetTimeResVsSqrtPhePerArea( const Int_t aidx,const MCalibrationIntensityChargeCam &chargecam, const MGeomCam &geom, const MCalibrationCam::PulserColor_t col) | 
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| 333 | { | 
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| 334 |  | 
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| 335 | const Int_t size = CountNumEntries(col); | 
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| 336 |  | 
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| 337 | if (size == 0) | 
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| 338 | return NULL; | 
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| 339 |  | 
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| 340 | const Int_t asiz = chargecam.CountNumEntries(col); | 
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| 341 |  | 
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| 342 | if (size != asiz) | 
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| 343 | { | 
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| 344 | *fLog << err << GetDescriptor() << ": Size mismatch in colour between MCalibrationIntensityRelTimeCam " | 
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| 345 | << "and MCalibrationIntensityChargeCam. " << endl; | 
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| 346 | return NULL; | 
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| 347 | } | 
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| 348 |  | 
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| 349 | const Float_t sqrt2   = 1.414; | 
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| 350 | const Float_t fadc2ns = 3.333; | 
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| 351 | const Float_t norm    = fadc2ns / sqrt2; | 
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| 352 |  | 
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| 353 | TArrayF res(size); | 
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| 354 | TArrayF reserr(size); | 
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| 355 | TArrayF sig(size); | 
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| 356 | TArrayF sigerr(size); | 
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| 357 |  | 
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| 358 | Int_t cnt = 0; | 
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| 359 |  | 
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| 360 | TH1D *h = 0; | 
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| 361 |  | 
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| 362 | for (Int_t i=0;i<GetSize();i++) | 
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| 363 | { | 
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| 364 | // | 
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| 365 | // Get the calibration cam from the intensity cam | 
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| 366 | // | 
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| 367 | MCalibrationRelTimeCam *relcam = (MCalibrationRelTimeCam*)GetCam(i); | 
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| 368 | MCalibrationChargeCam *cam = (MCalibrationChargeCam*)chargecam.GetCam(i); | 
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| 369 |  | 
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| 370 | if (relcam->GetPulserColor() != col && col != MCalibrationCam::kNONE) | 
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| 371 | continue; | 
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| 372 |  | 
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| 373 | const MCalibrationChargePix &apix = (MCalibrationChargePix&)cam->GetAverageArea(aidx); | 
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| 374 | const Float_t phe          = apix.GetPheFFactorMethod(); | 
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| 375 | const Float_t phesq        = phe > 0. ? TMath::Sqrt(phe) : 0.; | 
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| 376 | const Float_t phesqerr     = phe > 0. ? 0.5*apix.GetPheFFactorMethodErr()/phesq : 0.; | 
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| 377 |  | 
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| 378 | sig[cnt]       = phesq; | 
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| 379 | sigerr[cnt]    = phesqerr; | 
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| 380 |  | 
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| 381 | Double_t resol  = 0.; | 
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| 382 | Double_t resol2 = 0.; | 
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| 383 | Double_t var    = 0.; | 
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| 384 | Int_t    num    = 0; | 
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| 385 |  | 
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| 386 | MHCamera camres(geom,"CamRes","Time Resolution;Time Resolution [ns];channels"); | 
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| 387 | // | 
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| 388 | // Get the area calibration pix from the calibration cam | 
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| 389 | // | 
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| 390 | for (Int_t j=0; j<cam->GetSize(); j++) | 
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| 391 | { | 
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| 392 | const MCalibrationChargePix &pix = (MCalibrationChargePix&)(*cam)[j]; | 
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| 393 | const MCalibrationRelTimePix &relpix = (MCalibrationRelTimePix&)(*relcam)[j]; | 
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| 394 | // | 
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| 395 | // Don't use bad pixels | 
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| 396 | // | 
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| 397 | if (!pix.IsFFactorMethodValid()) | 
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| 398 | continue; | 
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| 399 | // | 
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| 400 | // | 
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| 401 | if (aidx != geom[j].GetAidx()) | 
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| 402 | continue; | 
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| 403 |  | 
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| 404 | const Float_t pres = relpix.GetTimePrecision(); | 
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| 405 |  | 
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| 406 | resol  += pres; | 
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| 407 | resol2 += pres; | 
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| 408 | num++; | 
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| 409 |  | 
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| 410 | camres.Fill(j,pres); | 
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| 411 | camres.SetUsed(j); | 
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| 412 | } | 
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| 413 |  | 
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| 414 | if (num > 1) | 
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| 415 | { | 
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| 416 | resol /= num; | 
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| 417 | var  = (resol2 - resol*resol*num) / (num-1); | 
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| 418 |  | 
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| 419 | res[cnt] = resol; | 
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| 420 | if (var > 0.) | 
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| 421 | reserr[cnt] = TMath::Sqrt(var); | 
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| 422 | else | 
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| 423 | reserr[cnt] = 0.; | 
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| 424 |  | 
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| 425 | // | 
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| 426 | // Make also a Gauss-fit to the distributions. The RMS can be determined by | 
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| 427 | // outlier, thus we look at the sigma and the RMS and take the smaller one, afterwards. | 
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| 428 | // | 
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| 429 | h = camres.ProjectionS(TArrayI(),TArrayI(1,&aidx),"_py",750); | 
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| 430 | h->SetDirectory(NULL); | 
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| 431 | h->Fit("gaus","QL"); | 
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| 432 | TF1 *fit = h->GetFunction("gaus"); | 
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| 433 |  | 
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| 434 | Float_t ci2   = fit->GetChisquare(); | 
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| 435 | Float_t sigma = fit->GetParameter(2); | 
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| 436 |  | 
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| 437 | if (ci2 > 500. || sigma > reserr[cnt]) | 
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| 438 | { | 
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| 439 | h->Fit("gaus","QLM"); | 
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| 440 | fit = h->GetFunction("gaus"); | 
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| 441 |  | 
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| 442 | ci2   = fit->GetChisquare(); | 
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| 443 | sigma = fit->GetParameter(2); | 
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| 444 | } | 
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| 445 |  | 
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| 446 | const Float_t mean  = fit->GetParameter(1); | 
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| 447 | const Float_t ndf   = fit->GetNDF(); | 
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| 448 |  | 
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| 449 |  | 
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| 450 | *fLog << inf << "Sqrt Mean number photo-electrons: " << sig[cnt] << endl; | 
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| 451 | *fLog << inf << "Time Resolution area idx: " << aidx << " Results: " << endl; | 
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| 452 | *fLog << inf << "Mean: " << Form("%4.3f",mean) | 
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| 453 | << "+-" << Form("%4.3f",fit->GetParError(1)) | 
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| 454 | << "  Sigma: " << Form("%4.3f",sigma) << "+-" << Form("%4.3f",fit->GetParError(2)) | 
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| 455 | << "  Chisquare: " << Form("%4.3f",fit->GetChisquare()) << "  NDF  : " << ndf << endl; | 
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| 456 |  | 
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| 457 | delete h; | 
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| 458 | gROOT->GetListOfFunctions()->Remove(fit); | 
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| 459 |  | 
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| 460 | if (sigma < reserr[cnt] && ndf > 2) | 
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| 461 | { | 
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| 462 | res   [cnt] = mean; | 
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| 463 | reserr[cnt] = sigma; | 
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| 464 | } | 
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| 465 |  | 
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| 466 | res[cnt]    *= norm; | 
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| 467 | reserr[cnt] *= norm; | 
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| 468 | } | 
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| 469 | else | 
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| 470 | { | 
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| 471 | res[cnt]    = -1.; | 
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| 472 | reserr[cnt] = 0.; | 
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| 473 | } | 
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| 474 | cnt++; | 
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| 475 | } | 
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| 476 |  | 
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| 477 | TGraphErrors *gr = new TGraphErrors(size, | 
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| 478 | sig.GetArray(),res.GetArray(), | 
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| 479 | sigerr.GetArray(),reserr.GetArray()); | 
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| 480 | gr->SetTitle(Form("%s%3i","Area Index ",aidx)); | 
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| 481 | gr->GetXaxis()->SetTitle("Sqrt(<phes>) [1]"); | 
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| 482 | gr->GetYaxis()->SetTitle("Time Resolution [ns]"); | 
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| 483 | return gr; | 
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| 484 | } | 
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