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1 | /************************************************************************** |
| 2 | * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. * |
| 3 | * * |
| 4 | * Author: The ALICE Off-line Project. * |
| 5 | * Contributors are mentioned in the code where appropriate. * |
| 6 | * * |
| 7 | * Permission to use, copy, modify and distribute this software and its * |
| 8 | * documentation strictly for non-commercial purposes is hereby granted * |
| 9 | * without fee, provided that the above copyright notice appears in all * |
| 10 | * copies and that both the copyright notice and this permission notice * |
| 11 | * appear in the supporting documentation. The authors make no claims * |
| 12 | * about the suitability of this software for any purpose. It is * |
| 13 | * provided "as is" without express or implied warranty. * |
| 14 | **************************************************************************/ |
| a1f090e0 |
15 | #include <iostream.h> |
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16 | #include <TFile.h> |
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17 | #include <TMath.h> |
| 18 | #include <math.h> |
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19 | |
| 20 | #include "AliITSClusterFinderSDD.h" |
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21 | #include "AliITSMapA1.h" |
| 22 | #include "AliITS.h" |
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23 | #include "AliITSdigit.h" |
| 24 | #include "AliITSRawCluster.h" |
| 25 | #include "AliITSRecPoint.h" |
| 26 | #include "AliITSsegmentation.h" |
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27 | #include "AliITSresponseSDD.h" |
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28 | #include "AliRun.h" |
| 29 | |
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30 | ClassImp(AliITSClusterFinderSDD) |
| 31 | |
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32 | //______________________________________________________________________ |
| 33 | AliITSClusterFinderSDD::AliITSClusterFinderSDD(AliITSsegmentation *seg, |
| 34 | AliITSresponse *response, |
| 35 | TClonesArray *digits, |
| 36 | TClonesArray *recp){ |
| 37 | // standard constructor |
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38 | |
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39 | fSegmentation = seg; |
| 40 | fResponse = response; |
| 41 | fDigits = digits; |
| 42 | fClusters = recp; |
| 43 | fNclusters = fClusters->GetEntriesFast(); |
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44 | SetCutAmplitude(); |
| 45 | SetDAnode(); |
| 46 | SetDTime(); |
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47 | SetMinPeak(); |
| 78a228db |
48 | SetMinNCells(); |
| 49 | SetMaxNCells(); |
| 50 | SetTimeCorr(); |
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51 | SetMinCharge(); |
| b48af428 |
52 | fMap = new AliITSMapA1(fSegmentation,fDigits,fCutAmplitude); |
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53 | } |
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54 | //______________________________________________________________________ |
| 55 | AliITSClusterFinderSDD::AliITSClusterFinderSDD(){ |
| 56 | // default constructor |
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57 | |
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58 | fSegmentation = 0; |
| 59 | fResponse = 0; |
| 60 | fDigits = 0; |
| 61 | fClusters = 0; |
| 62 | fNclusters = 0; |
| 63 | fMap = 0; |
| 64 | fCutAmplitude = 0; |
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65 | SetDAnode(); |
| 66 | SetDTime(); |
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67 | SetMinPeak(); |
| 78a228db |
68 | SetMinNCells(); |
| 69 | SetMaxNCells(); |
| 70 | SetTimeCorr(); |
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71 | SetMinCharge(); |
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72 | } |
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73 | //____________________________________________________________________________ |
| 74 | AliITSClusterFinderSDD::~AliITSClusterFinderSDD(){ |
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75 | // destructor |
| 76 | |
| 77 | if(fMap) delete fMap; |
| e8189707 |
78 | } |
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79 | //______________________________________________________________________ |
| 80 | void AliITSClusterFinderSDD::SetCutAmplitude(Float_t nsigma){ |
| 81 | // set the signal threshold for cluster finder |
| 82 | Float_t baseline,noise,noise_after_el; |
| 83 | |
| 84 | fResponse->GetNoiseParam(noise,baseline); |
| 85 | noise_after_el = ((AliITSresponseSDD*)fResponse)->GetNoiseAfterElectronics(); |
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86 | fCutAmplitude = (Int_t)((baseline + nsigma*noise_after_el)); |
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87 | } |
| 42da2935 |
88 | //______________________________________________________________________ |
| 89 | void AliITSClusterFinderSDD::Find1DClusters(){ |
| 90 | // find 1D clusters |
| b48af428 |
91 | static AliITS *iTS = (AliITS*)gAlice->GetModule("ITS"); |
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92 | |
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93 | // retrieve the parameters |
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94 | Int_t fNofMaps = fSegmentation->Npz(); |
| 42da2935 |
95 | Int_t fMaxNofSamples = fSegmentation->Npx(); |
| b48af428 |
96 | Int_t fNofAnodes = fNofMaps/2; |
| 97 | Int_t dummy = 0; |
| 98 | Float_t fTimeStep = fSegmentation->Dpx(dummy); |
| 99 | Float_t fSddLength = fSegmentation->Dx(); |
| 100 | Float_t fDriftSpeed = fResponse->DriftSpeed(); |
| 101 | Float_t anodePitch = fSegmentation->Dpz(dummy); |
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102 | |
| 103 | // map the signal |
| 104 | fMap->SetThreshold(fCutAmplitude); |
| 105 | fMap->FillMap(); |
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106 | |
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107 | Float_t noise; |
| 108 | Float_t baseline; |
| 109 | fResponse->GetNoiseParam(noise,baseline); |
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110 | |
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111 | Int_t nofFoundClusters = 0; |
| 112 | Int_t i; |
| 113 | Float_t **dfadc = new Float_t*[fNofAnodes]; |
| 114 | for(i=0;i<fNofAnodes;i++) dfadc[i] = new Float_t[fMaxNofSamples]; |
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115 | Float_t fadc = 0.; |
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116 | Float_t fadc1 = 0.; |
| 117 | Float_t fadc2 = 0.; |
| 118 | Int_t j,k,idx,l,m; |
| 119 | for(j=0;j<2;j++) { |
| 120 | for(k=0;k<fNofAnodes;k++) { |
| 121 | idx = j*fNofAnodes+k; |
| 122 | // signal (fadc) & derivative (dfadc) |
| 123 | dfadc[k][255]=0.; |
| 124 | for(l=0; l<fMaxNofSamples; l++) { |
| 125 | fadc2=(Float_t)fMap->GetSignal(idx,l); |
| 126 | if(l>0) fadc1=(Float_t)fMap->GetSignal(idx,l-1); |
| 127 | if(l>0) dfadc[k][l-1] = fadc2-fadc1; |
| 128 | } // samples |
| 129 | } // anodes |
| 130 | |
| 131 | for(k=0;k<fNofAnodes;k++) { |
| 132 | //cout << "Anode: " << k+1 << ", Wing: " << j+1 << endl; |
| 133 | idx = j*fNofAnodes+k; |
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134 | Int_t imax = 0; |
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135 | Int_t imaxd = 0; |
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136 | Int_t it = 0; |
| 42da2935 |
137 | while(it <= fMaxNofSamples-3) { |
| b48af428 |
138 | imax = it; |
| 42da2935 |
139 | imaxd = it; |
| 140 | // maximum of signal |
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141 | Float_t fadcmax = 0.; |
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142 | Float_t dfadcmax = 0.; |
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143 | Int_t lthrmina = 1; |
| 144 | Int_t lthrmint = 3; |
| 145 | Int_t lthra = 1; |
| 146 | Int_t lthrt = 0; |
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147 | for(m=0;m<20;m++) { |
| 148 | Int_t id = it+m; |
| 149 | if(id>=fMaxNofSamples) break; |
| 150 | fadc=(float)fMap->GetSignal(idx,id); |
| 151 | if(fadc > fadcmax) { fadcmax = fadc; imax = id;} |
| 152 | if(fadc > (float)fCutAmplitude) { |
| 153 | lthrt++; |
| 154 | } // end if |
| 155 | if(dfadc[k][id] > dfadcmax) { |
| 156 | dfadcmax = dfadc[k][id]; |
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157 | imaxd = id; |
| 42da2935 |
158 | } // end if |
| 159 | } // end for m |
| 160 | it = imaxd; |
| 161 | if(fMap->TestHit(idx,imax) == kEmpty) {it++; continue;} |
| 162 | // cluster charge |
| 163 | Int_t tstart = it-2; |
| 164 | if(tstart < 0) tstart = 0; |
| 165 | Bool_t ilcl = 0; |
| 166 | if(lthrt >= lthrmint && lthra >= lthrmina) ilcl = 1; |
| 167 | if(ilcl) { |
| 168 | nofFoundClusters++; |
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169 | Int_t tstop = tstart; |
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170 | Float_t dfadcmin = 10000.; |
| 171 | Int_t ij; |
| 172 | for(ij=0; ij<20; ij++) { |
| 173 | if(tstart+ij > 255) { tstop = 255; break; } |
| 174 | fadc=(float)fMap->GetSignal(idx,tstart+ij); |
| 175 | if((dfadc[k][tstart+ij] < dfadcmin) && |
| 176 | (fadc > fCutAmplitude)) { |
| 177 | tstop = tstart+ij+5; |
| 178 | if(tstop > 255) tstop = 255; |
| 179 | dfadcmin = dfadc[k][it+ij]; |
| 180 | } // end if |
| 181 | } // end for ij |
| 182 | |
| 183 | Float_t clusterCharge = 0.; |
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184 | Float_t clusterAnode = k+0.5; |
| 185 | Float_t clusterTime = 0.; |
| 186 | Int_t clusterMult = 0; |
| 42da2935 |
187 | Float_t clusterPeakAmplitude = 0.; |
| b48af428 |
188 | Int_t its,peakpos = -1; |
| 42da2935 |
189 | Float_t n, baseline; |
| 190 | fResponse->GetNoiseParam(n,baseline); |
| 191 | for(its=tstart; its<=tstop; its++) { |
| 192 | fadc=(float)fMap->GetSignal(idx,its); |
| b48af428 |
193 | if(fadc>baseline) fadc -= baseline; |
| 194 | else fadc = 0.; |
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195 | clusterCharge += fadc; |
| 196 | // as a matter of fact we should take the peak |
| 197 | // pos before FFT |
| 198 | // to get the list of tracks !!! |
| 199 | if(fadc > clusterPeakAmplitude) { |
| 200 | clusterPeakAmplitude = fadc; |
| 201 | //peakpos=fMap->GetHitIndex(idx,its); |
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202 | Int_t shift = (int)(fTimeCorr/fTimeStep); |
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203 | if(its>shift && its<(fMaxNofSamples-shift)) |
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204 | peakpos = fMap->GetHitIndex(idx,its+shift); |
| 205 | else peakpos = fMap->GetHitIndex(idx,its); |
| 206 | if(peakpos<0) peakpos =fMap->GetHitIndex(idx,its); |
| 42da2935 |
207 | } // end if |
| 208 | clusterTime += fadc*its; |
| 209 | if(fadc > 0) clusterMult++; |
| 210 | if(its == tstop) { |
| 211 | clusterTime /= (clusterCharge/fTimeStep); // ns |
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212 | if(clusterTime>fTimeCorr) clusterTime -=fTimeCorr; |
| 42da2935 |
213 | //ns |
| 214 | } // end if |
| 215 | } // end for its |
| 216 | |
| 217 | Float_t clusteranodePath = (clusterAnode - fNofAnodes/2)* |
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218 | anodePitch; |
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219 | Float_t clusterDriftPath = clusterTime*fDriftSpeed; |
| 220 | clusterDriftPath = fSddLength-clusterDriftPath; |
| 221 | if(clusterCharge <= 0.) break; |
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222 | AliITSRawClusterSDD clust(j+1,//i |
| 223 | clusterAnode,clusterTime,//ff |
| 224 | clusterCharge, //f |
| 225 | clusterPeakAmplitude, //f |
| 226 | peakpos, //i |
| 227 | 0.,0.,clusterDriftPath,//fff |
| 228 | clusteranodePath, //f |
| 229 | clusterMult, //i |
| 230 | 0,0,0,0,0,0,0);//7*i |
| 42da2935 |
231 | iTS->AddCluster(1,&clust); |
| 232 | it = tstop; |
| 233 | } // ilcl |
| 234 | it++; |
| 235 | } // while (samples) |
| 236 | } // anodes |
| 237 | } // detectors (2) |
| 238 | //fMap->ClearMap(); |
| 239 | |
| 240 | for(i=0;i<fNofAnodes;i++) delete[] dfadc[i]; |
| 241 | delete [] dfadc; |
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242 | |
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243 | return; |
| a1f090e0 |
244 | } |
| 42da2935 |
245 | //______________________________________________________________________ |
| 246 | void AliITSClusterFinderSDD::Find1DClustersE(){ |
| 24a1c341 |
247 | // find 1D clusters |
| 42da2935 |
248 | static AliITS *iTS=(AliITS*)gAlice->GetModule("ITS"); |
| 249 | // retrieve the parameters |
| 250 | Int_t fNofMaps = fSegmentation->Npz(); |
| 251 | Int_t fMaxNofSamples = fSegmentation->Npx(); |
| 252 | Int_t fNofAnodes = fNofMaps/2; |
| 253 | Int_t dummy=0; |
| 254 | Float_t fTimeStep = fSegmentation->Dpx( dummy ); |
| 255 | Float_t fSddLength = fSegmentation->Dx(); |
| 256 | Float_t fDriftSpeed = fResponse->DriftSpeed(); |
| 257 | Float_t anodePitch = fSegmentation->Dpz( dummy ); |
| 258 | Float_t n, baseline; |
| 259 | fResponse->GetNoiseParam( n, baseline ); |
| 260 | // map the signal |
| 261 | fMap->SetThreshold( fCutAmplitude ); |
| 262 | fMap->FillMap(); |
| 263 | Int_t nClu = 0; |
| 264 | // cout << "Search cluster... "<< endl; |
| 265 | for( Int_t j=0; j<2; j++ ){ |
| 266 | for( Int_t k=0; k<fNofAnodes; k++ ){ |
| 267 | Int_t idx = j*fNofAnodes+k; |
| 268 | Bool_t on = kFALSE; |
| 269 | Int_t start = 0; |
| 270 | Int_t nTsteps = 0; |
| 271 | Float_t fmax = 0.; |
| 272 | Int_t lmax = 0; |
| 273 | Float_t charge = 0.; |
| 274 | Float_t time = 0.; |
| 275 | Float_t anode = k+0.5; |
| 276 | Int_t peakpos = -1; |
| 277 | for( Int_t l=0; l<fMaxNofSamples; l++ ){ |
| 278 | Float_t fadc = (Float_t)fMap->GetSignal( idx, l ); |
| 279 | if( fadc > 0.0 ){ |
| 280 | if( on == kFALSE && l<fMaxNofSamples-4){ |
| 281 | // star RawCluster (reset var.) |
| 282 | Float_t fadc1 = (Float_t)fMap->GetSignal( idx, l+1 ); |
| 283 | if( fadc1 < fadc ) continue; |
| 284 | start = l; |
| 285 | fmax = 0.; |
| 286 | lmax = 0; |
| 287 | time = 0.; |
| 288 | charge = 0.; |
| 289 | on = kTRUE; |
| 290 | nTsteps = 0; |
| 291 | } // end if on... |
| 292 | nTsteps++ ; |
| 293 | if( fadc > baseline ) fadc -= baseline; |
| 294 | else fadc=0.; |
| 295 | charge += fadc; |
| 296 | time += fadc*l; |
| 297 | if( fadc > fmax ){ |
| 298 | fmax = fadc; |
| 299 | lmax = l; |
| 300 | Int_t shift = (Int_t)(fTimeCorr/fTimeStep + 0.5); |
| 301 | if( l > shift && l < (fMaxNofSamples-shift) ) |
| 302 | peakpos = fMap->GetHitIndex( idx, l+shift ); |
| 303 | else |
| 304 | peakpos = fMap->GetHitIndex( idx, l ); |
| 305 | if( peakpos < 0) peakpos = fMap->GetHitIndex( idx, l ); |
| 306 | } // end if fadc |
| 307 | }else{ // end fadc>0 |
| 308 | if( on == kTRUE ){ |
| 309 | if( nTsteps > 2 ){ |
| 310 | // min # of timesteps for a RawCluster |
| 311 | // Found a RawCluster... |
| 312 | Int_t stop = l-1; |
| 313 | time /= (charge/fTimeStep); // ns |
| 314 | // time = lmax*fTimeStep; // ns |
| 315 | if( time > fTimeCorr ) time -= fTimeCorr; // ns |
| 316 | Float_t anodePath = (anode - fNofAnodes/2)*anodePitch; |
| 317 | Float_t driftPath = time*fDriftSpeed; |
| 318 | driftPath = fSddLength-driftPath; |
| 319 | AliITSRawClusterSDD clust(j+1,anode,time,charge, |
| 320 | fmax, peakpos,0.,0., |
| 321 | driftPath,anodePath, |
| 322 | nTsteps,start,stop, |
| 323 | start, stop, 1, k, k ); |
| 324 | iTS->AddCluster( 1, &clust ); |
| 325 | // clust.PrintInfo(); |
| 326 | nClu++; |
| 327 | } // end if nTsteps |
| 328 | on = kFALSE; |
| 329 | } // end if on==kTRUE |
| 330 | } // end if fadc>0 |
| 331 | } // samples |
| a1f090e0 |
332 | } // anodes |
| 42da2935 |
333 | } // wings |
| 334 | // cout << "# Rawclusters " << nClu << endl; |
| 335 | return; |
| a1f090e0 |
336 | } |
| 42da2935 |
337 | //_______________________________________________________________________ |
| 338 | Int_t AliITSClusterFinderSDD::SearchPeak(Float_t *spect,Int_t xdim,Int_t zdim, |
| 339 | Int_t *peakX, Int_t *peakZ, |
| 340 | Float_t *peakAmp, Float_t minpeak ){ |
| 341 | // search peaks on a 2D cluster |
| 342 | Int_t npeak = 0; // # peaks |
| 56fff130 |
343 | Int_t i,j; |
| 42da2935 |
344 | // search peaks |
| 345 | for( Int_t z=1; z<zdim-1; z++ ){ |
| 346 | for( Int_t x=2; x<xdim-3; x++ ){ |
| 347 | Float_t sxz = spect[x*zdim+z]; |
| 348 | Float_t sxz1 = spect[(x+1)*zdim+z]; |
| 349 | Float_t sxz2 = spect[(x-1)*zdim+z]; |
| 350 | // search a local max. in s[x,z] |
| 351 | if( sxz < minpeak || sxz1 <= 0 || sxz2 <= 0 ) continue; |
| 352 | if( sxz >= spect[(x+1)*zdim+z ] && sxz >= spect[(x-1)*zdim+z ] && |
| 353 | sxz >= spect[x*zdim +z+1] && sxz >= spect[x*zdim +z-1] && |
| 354 | sxz >= spect[(x+1)*zdim+z+1] && sxz >= spect[(x+1)*zdim+z-1] && |
| 355 | sxz >= spect[(x-1)*zdim+z+1] && sxz >= spect[(x-1)*zdim+z-1] ){ |
| 356 | // peak found |
| 357 | peakX[npeak] = x; |
| 358 | peakZ[npeak] = z; |
| 359 | peakAmp[npeak] = sxz; |
| 360 | npeak++; |
| 361 | } // end if .... |
| 362 | } // end for x |
| 363 | } // end for z |
| 364 | // search groups of peaks with same amplitude. |
| 365 | Int_t *flag = new Int_t[npeak]; |
| 366 | for( i=0; i<npeak; i++ ) flag[i] = 0; |
| 367 | for( i=0; i<npeak; i++ ){ |
| 368 | for( j=0; j<npeak; j++ ){ |
| 369 | if( i==j) continue; |
| 370 | if( flag[j] > 0 ) continue; |
| 371 | if( peakAmp[i] == peakAmp[j] && |
| 372 | TMath::Abs(peakX[i]-peakX[j])<=1 && |
| 373 | TMath::Abs(peakZ[i]-peakZ[j])<=1 ){ |
| 374 | if( flag[i] == 0) flag[i] = i+1; |
| 375 | flag[j] = flag[i]; |
| 376 | } // end if ... |
| 377 | } // end for j |
| 378 | } // end for i |
| 379 | // make average of peak groups |
| 380 | for( i=0; i<npeak; i++ ){ |
| 381 | Int_t nFlag = 1; |
| 382 | if( flag[i] <= 0 ) continue; |
| 383 | for( j=0; j<npeak; j++ ){ |
| 384 | if( i==j ) continue; |
| 385 | if( flag[j] != flag[i] ) continue; |
| 386 | peakX[i] += peakX[j]; |
| 387 | peakZ[i] += peakZ[j]; |
| 388 | nFlag++; |
| 389 | npeak--; |
| 390 | for( Int_t k=j; k<npeak; k++ ){ |
| 391 | peakX[k] = peakX[k+1]; |
| 392 | peakZ[k] = peakZ[k+1]; |
| 393 | peakAmp[k] = peakAmp[k+1]; |
| 394 | flag[k] = flag[k+1]; |
| 395 | } // end for k |
| 396 | j--; |
| 397 | } // end for j |
| 398 | if( nFlag > 1 ){ |
| 399 | peakX[i] /= nFlag; |
| 400 | peakZ[i] /= nFlag; |
| 401 | } // end fi nFlag |
| 402 | } // end for i |
| 403 | delete [] flag; |
| 404 | return( npeak ); |
| a1f090e0 |
405 | } |
| 42da2935 |
406 | //______________________________________________________________________ |
| 407 | void AliITSClusterFinderSDD::PeakFunc( Int_t xdim, Int_t zdim, Float_t *par, |
| 408 | Float_t *spe, Float_t *integral){ |
| 24a1c341 |
409 | // function used to fit the clusters |
| 410 | // par -> paramiters.. |
| 411 | // par[0] number of peaks. |
| 412 | // for each peak i=1, ..., par[0] |
| 413 | // par[i] = Ampl. |
| 414 | // par[i+1] = xpos |
| 415 | // par[i+2] = zpos |
| 416 | // par[i+3] = tau |
| 417 | // par[i+4] = sigma. |
| 24a1c341 |
418 | Int_t electronics = fResponse->Electronics(); // 1 = PASCAL, 2 = OLA |
| 419 | const Int_t knParam = 5; |
| 420 | Int_t npeak = (Int_t)par[0]; |
| 42da2935 |
421 | |
| 24a1c341 |
422 | memset( spe, 0, sizeof( Float_t )*zdim*xdim ); |
| 42da2935 |
423 | |
| 24a1c341 |
424 | Int_t k = 1; |
| 42da2935 |
425 | for( Int_t i=0; i<npeak; i++ ){ |
| 24a1c341 |
426 | if( integral != 0 ) integral[i] = 0.; |
| 427 | Float_t sigmaA2 = par[k+4]*par[k+4]*2.; |
| 428 | Float_t T2 = par[k+3]; // PASCAL |
| 429 | if( electronics == 2 ) { T2 *= T2; T2 *= 2; } // OLA |
| 42da2935 |
430 | for( Int_t z=0; z<zdim; z++ ){ |
| 431 | for( Int_t x=0; x<xdim; x++ ){ |
| 24a1c341 |
432 | Float_t z2 = (z-par[k+2])*(z-par[k+2])/sigmaA2; |
| 433 | Float_t x2 = 0.; |
| 434 | Float_t signal = 0.; |
| 42da2935 |
435 | if( electronics == 1 ){ // PASCAL |
| 24a1c341 |
436 | x2 = (x-par[k+1]+T2)/T2; |
| 42da2935 |
437 | signal = (x2>0.) ? par[k]*x2*exp(-x2+1.-z2) :0.0; // RCCR2 |
| 438 | // signal =(x2>0.) ? par[k]*x2*x2*exp(-2*x2+2.-z2 ):0.0;//RCCR |
| 439 | }else if( electronics == 2 ) { // OLA |
| 440 | x2 = (x-par[k+1])*(x-par[k+1])/T2; |
| 441 | signal = par[k] * exp( -x2 - z2 ); |
| 442 | } else { |
| 443 | cout << "Wrong SDD Electronics =" << electronics << endl; |
| 444 | // exit( 1 ); |
| 445 | } // end if electronicx |
| 24a1c341 |
446 | spe[x*zdim+z] += signal; |
| 447 | if( integral != 0 ) integral[i] += signal; |
| 42da2935 |
448 | } // end for x |
| 449 | } // end for z |
| 24a1c341 |
450 | k += knParam; |
| 42da2935 |
451 | } // end for i |
| 24a1c341 |
452 | return; |
| a1f090e0 |
453 | } |
| 42da2935 |
454 | //__________________________________________________________________________ |
| 455 | Float_t AliITSClusterFinderSDD::ChiSqr( Int_t xdim, Int_t zdim, Float_t *spe, |
| 456 | Float_t *speFit ){ |
| 457 | // EVALUATES UNNORMALIZED CHI-SQUARED |
| 458 | Float_t chi2 = 0.; |
| 459 | for( Int_t z=0; z<zdim; z++ ){ |
| 460 | for( Int_t x=1; x<xdim-1; x++ ){ |
| 461 | Int_t index = x*zdim+z; |
| 462 | Float_t tmp = spe[index] - speFit[index]; |
| 463 | chi2 += tmp*tmp; |
| 464 | } // end for x |
| 465 | } // end for z |
| 466 | return( chi2 ); |
| a1f090e0 |
467 | } |
| 42da2935 |
468 | //_______________________________________________________________________ |
| 469 | void AliITSClusterFinderSDD::Minim( Int_t xdim, Int_t zdim, Float_t *param, |
| 470 | Float_t *prm0,Float_t *steprm, |
| 471 | Float_t *chisqr,Float_t *spe, |
| 472 | Float_t *speFit ){ |
| 473 | // |
| 474 | Int_t k, nnn, mmm, i; |
| 475 | Float_t p1, delta, d1, chisq1, p2, chisq2, t, p3, chisq3, a, b, p0, chisqt; |
| 476 | const Int_t knParam = 5; |
| 477 | Int_t npeak = (Int_t)param[0]; |
| 478 | for( k=1; k<(npeak*knParam+1); k++ ) prm0[k] = param[k]; |
| 479 | for( k=1; k<(npeak*knParam+1); k++ ){ |
| 480 | p1 = param[k]; |
| 481 | delta = steprm[k]; |
| 482 | d1 = delta; |
| 483 | // ENSURE THAT STEP SIZE IS SENSIBLY LARGER THAN MACHINE ROUND OFF |
| 484 | if( fabs( p1 ) > 1.0E-6 ) |
| 485 | if ( fabs( delta/p1 ) < 1.0E-4 ) delta = p1/1000; |
| 486 | else delta = (Float_t)1.0E-4; |
| 487 | // EVALUATE CHI-SQUARED AT FIRST TWO SEARCH POINTS |
| 488 | PeakFunc( xdim, zdim, param, speFit ); |
| 489 | chisq1 = ChiSqr( xdim, zdim, spe, speFit ); |
| 490 | p2 = p1+delta; |
| 491 | param[k] = p2; |
| 492 | PeakFunc( xdim, zdim, param, speFit ); |
| 493 | chisq2 = ChiSqr( xdim, zdim, spe, speFit ); |
| 494 | if( chisq1 < chisq2 ){ |
| 495 | // REVERSE DIRECTION OF SEARCH IF CHI-SQUARED IS INCREASING |
| 496 | delta = -delta; |
| 497 | t = p1; |
| 498 | p1 = p2; |
| 499 | p2 = t; |
| 500 | t = chisq1; |
| 501 | chisq1 = chisq2; |
| 502 | chisq2 = t; |
| 503 | } // end if |
| 504 | i = 1; nnn = 0; |
| 505 | do { // INCREMENT param(K) UNTIL CHI-SQUARED STARTS TO INCREASE |
| 506 | nnn++; |
| 507 | p3 = p2 + delta; |
| 508 | mmm = nnn - (nnn/5)*5; // multiplo de 5 |
| 509 | if( mmm == 0 ){ |
| a1f090e0 |
510 | d1 = delta; |
| 42da2935 |
511 | // INCREASE STEP SIZE IF STEPPING TOWARDS MINIMUM IS TOO SLOW |
| 512 | delta *= 5; |
| 513 | } // end if |
| 514 | param[k] = p3; |
| 515 | // Constrain paramiters |
| 516 | Int_t kpos = (k-1) % knParam; |
| 517 | switch( kpos ){ |
| 518 | case 0 : |
| 519 | if( param[k] <= 20 ) param[k] = fMinPeak; |
| 520 | case 1 : |
| 521 | if( fabs( param[k] - prm0[k] ) > 1.5 ) param[k] = prm0[k]; |
| 522 | case 2 : |
| 523 | if( fabs( param[k] - prm0[k] ) > 1. ) param[k] = prm0[k]; |
| 524 | case 3 : |
| 525 | if( param[k] < .5 ) param[k] = .5; |
| 526 | case 4 : |
| 527 | if( param[k] < .288 ) param[k] = .288; // 1/sqrt(12) = 0.288 |
| 528 | }; // end switch |
| 529 | PeakFunc( xdim, zdim, param, speFit ); |
| 530 | chisq3 = ChiSqr( xdim, zdim, spe, speFit ); |
| 531 | if( chisq3 < chisq2 && nnn < 50 ){ |
| 532 | p1 = p2; |
| 533 | p2 = p3; |
| 534 | chisq1 = chisq2; |
| 535 | chisq2 = chisq3; |
| 536 | }else i=0; |
| a1f090e0 |
537 | } while( i ); |
| 42da2935 |
538 | // FIND MINIMUM OF PARABOLA DEFINED BY LAST THREE POINTS |
| 539 | a = chisq1*(p2-p3)+chisq2*(p3-p1)+chisq3*(p1-p2); |
| 540 | b = chisq1*(p2*p2-p3*p3)+chisq2*(p3*p3-p1*p1)+chisq3*(p1*p1-p2*p2); |
| 541 | if( a!=0 ) p0 = (Float_t)(0.5*b/a); |
| 542 | else p0 = 10000; |
| 543 | //--IN CASE OF NEARLY EQUAL CHI-SQUARED AND TOO SMALL STEP SIZE PREVENT |
| 544 | // ERRONEOUS EVALUATION OF PARABOLA MINIMUM |
| 545 | //---NEXT TWO LINES CAN BE OMITTED FOR HIGHER PRECISION MACHINES |
| 546 | //dp = (Float_t) max (fabs(p3-p2), fabs(p2-p1)); |
| 547 | //if( fabs( p2-p0 ) > dp ) p0 = p2; |
| 548 | param[k] = p0; |
| 549 | // Constrain paramiters |
| 550 | Int_t kpos = (k-1) % knParam; |
| 551 | switch( kpos ){ |
| 552 | case 0 : |
| 553 | if( param[k] <= 20 ) param[k] = fMinPeak; |
| 554 | case 1 : |
| 555 | if( fabs( param[k] - prm0[k] ) > 1.5 ) param[k] = prm0[k]; |
| 556 | case 2 : |
| 557 | if( fabs( param[k] - prm0[k] ) > 1. ) param[k] = prm0[k]; |
| 558 | case 3 : |
| 559 | if( param[k] < .5 ) param[k] = .5; |
| 560 | case 4 : |
| 561 | if( param[k] < .288 ) param[k] = .288; // 1/sqrt(12) = 0.288 |
| 562 | }; // end switch |
| a1f090e0 |
563 | PeakFunc( xdim, zdim, param, speFit ); |
| 42da2935 |
564 | chisqt = ChiSqr( xdim, zdim, spe, speFit ); |
| 565 | // DO NOT ALLOW ERRONEOUS INTERPOLATION |
| 566 | if( chisqt <= *chisqr ) *chisqr = chisqt; |
| 567 | else param[k] = prm0[k]; |
| 568 | // OPTIMIZE SEARCH STEP FOR EVENTUAL NEXT CALL OF MINIM |
| 569 | steprm[k] = (param[k]-prm0[k])/5; |
| 570 | if( steprm[k] >= d1 ) steprm[k] = d1/5; |
| 571 | } // end for k |
| 572 | // EVALUATE FIT AND CHI-SQUARED FOR OPTIMIZED PARAMETERS |
| 573 | PeakFunc( xdim, zdim, param, speFit ); |
| 574 | *chisqr = ChiSqr( xdim, zdim, spe, speFit ); |
| 575 | return; |
| a1f090e0 |
576 | } |
| 42da2935 |
577 | //_________________________________________________________________________ |
| 578 | Int_t AliITSClusterFinderSDD::NoLinearFit( Int_t xdim, Int_t zdim, |
| 579 | Float_t *param, Float_t *spe, |
| 580 | Int_t *niter, Float_t *chir ){ |
| 581 | // fit method from Comput. Phys. Commun 46(1987) 149 |
| 582 | const Float_t kchilmt = 0.01; // relative accuracy |
| 583 | const Int_t knel = 3; // for parabolic minimization |
| 584 | const Int_t knstop = 50; // Max. iteration number |
| 585 | const Int_t knParam = 5; |
| 586 | Int_t npeak = (Int_t)param[0]; |
| 587 | // RETURN IF NUMBER OF DEGREES OF FREEDOM IS NOT POSITIVE |
| 588 | if( (xdim*zdim - npeak*knParam) <= 0 ) return( -1 ); |
| 589 | Float_t degFree = (xdim*zdim - npeak*knParam)-1; |
| 590 | Int_t n, k, iterNum = 0; |
| 591 | Float_t *prm0 = new Float_t[npeak*knParam+1]; |
| 592 | Float_t *step = new Float_t[npeak*knParam+1]; |
| 593 | Float_t *schi = new Float_t[npeak*knParam+1]; |
| 594 | Float_t *sprm[3]; |
| 595 | sprm[0] = new Float_t[npeak*knParam+1]; |
| 596 | sprm[1] = new Float_t[npeak*knParam+1]; |
| 597 | sprm[2] = new Float_t[npeak*knParam+1]; |
| 598 | Float_t chi0, chi1, reldif, a, b, prmin, dp; |
| 599 | Float_t *speFit = new Float_t[ xdim*zdim ]; |
| 600 | PeakFunc( xdim, zdim, param, speFit ); |
| 601 | chi0 = ChiSqr( xdim, zdim, spe, speFit ); |
| 602 | chi1 = chi0; |
| 603 | for( k=1; k<(npeak*knParam+1); k++) prm0[k] = param[k]; |
| 604 | for( k=1 ; k<(npeak*knParam+1); k+=knParam ){ |
| 605 | step[k] = param[k] / 20.0 ; |
| a1f090e0 |
606 | step[k+1] = param[k+1] / 50.0; |
| 42da2935 |
607 | step[k+2] = param[k+2] / 50.0; |
| a1f090e0 |
608 | step[k+3] = param[k+3] / 20.0; |
| 609 | step[k+4] = param[k+4] / 20.0; |
| 42da2935 |
610 | } // end for k |
| 611 | Int_t out = 0; |
| 612 | do{ |
| 613 | iterNum++; |
| a1f090e0 |
614 | chi0 = chi1; |
| 24a1c341 |
615 | Minim( xdim, zdim, param, prm0, step, &chi1, spe, speFit ); |
| a1f090e0 |
616 | reldif = ( chi1 > 0 ) ? ((Float_t) fabs( chi1-chi0)/chi1 ) : 0; |
| 42da2935 |
617 | // EXIT conditions |
| 618 | if( reldif < (float) kchilmt ){ |
| 619 | *chir = (chi1>0) ? (float) TMath::Sqrt (chi1/degFree) :0; |
| 620 | *niter = iterNum; |
| 621 | out = 0; |
| 622 | break; |
| 623 | } // end if |
| 624 | if( (reldif < (float)(5*kchilmt)) && (iterNum > knstop) ){ |
| 625 | *chir = (chi1>0) ?(float) TMath::Sqrt (chi1/degFree):0; |
| 626 | *niter = iterNum; |
| 627 | out = 0; |
| 628 | break; |
| 629 | } // end if |
| 630 | if( iterNum > 5*knstop ){ |
| 631 | *chir = (chi1>0) ?(float) TMath::Sqrt (chi1/degFree):0; |
| 632 | *niter = iterNum; |
| 633 | out = 1; |
| 634 | break; |
| 635 | } // end if |
| 24a1c341 |
636 | if( iterNum <= knel ) continue; |
| 24a1c341 |
637 | n = iterNum - (iterNum/knel)*knel; // EXTRAPOLATION LIMIT COUNTER N |
| a1f090e0 |
638 | if( n > 3 || n == 0 ) continue; |
| 639 | schi[n-1] = chi1; |
| 24a1c341 |
640 | for( k=1; k<(npeak*knParam+1); k++ ) sprm[n-1][k] = param[k]; |
| a1f090e0 |
641 | if( n != 3 ) continue; |
| 42da2935 |
642 | // -EVALUATE EXTRAPOLATED VALUE OF EACH PARAMETER BY FINDING MINIMUM OF |
| 643 | // PARABOLA DEFINED BY LAST THREE CALLS OF MINIM |
| 644 | for( k=1; k<(npeak*knParam+1); k++ ){ |
| 645 | Float_t tmp0 = sprm[0][k]; |
| 646 | Float_t tmp1 = sprm[1][k]; |
| 647 | Float_t tmp2 = sprm[2][k]; |
| 648 | a = schi[0]*(tmp1-tmp2) + schi[1]*(tmp2-tmp0); |
| 649 | a += (schi[2]*(tmp0-tmp1)); |
| 650 | b = schi[0]*(tmp1*tmp1-tmp2*tmp2); |
| 651 | b += (schi[1]*(tmp2*tmp2-tmp0*tmp0)+(schi[2]* |
| 652 | (tmp0*tmp0-tmp1*tmp1))); |
| 653 | if ((double)a < 1.0E-6) prmin = 0; |
| 654 | else prmin = (float) (0.5*b/a); |
| 655 | dp = 5*(tmp2-tmp0); |
| 656 | if (fabs(prmin-tmp2) > fabs(dp)) prmin = tmp2+dp; |
| 657 | param[k] = prmin; |
| 658 | step[k] = dp/10; // OPTIMIZE SEARCH STEP |
| 659 | } // end for k |
| 660 | } while( kTRUE ); |
| 661 | delete [] prm0; |
| 662 | delete [] step; |
| 663 | delete [] schi; |
| 664 | delete [] sprm[0]; |
| 665 | delete [] sprm[1]; |
| 666 | delete [] sprm[2]; |
| 667 | delete [] speFit; |
| 668 | return( out ); |
| a1f090e0 |
669 | } |
| 42da2935 |
670 | //______________________________________________________________________ |
| 671 | void AliITSClusterFinderSDD::ResolveClustersE(){ |
| 672 | // The function to resolve clusters if the clusters overlapping exists |
| 24a1c341 |
673 | Int_t i; |
| 42da2935 |
674 | static AliITS *iTS = (AliITS*)gAlice->GetModule( "ITS" ); |
| 675 | // get number of clusters for this module |
| 676 | Int_t nofClusters = fClusters->GetEntriesFast(); |
| 677 | nofClusters -= fNclusters; |
| 678 | Int_t fNofMaps = fSegmentation->Npz(); |
| 679 | Int_t fNofAnodes = fNofMaps/2; |
| 680 | Int_t fMaxNofSamples = fSegmentation->Npx(); |
| 681 | Int_t dummy=0; |
| 682 | Double_t fTimeStep = fSegmentation->Dpx( dummy ); |
| 683 | Double_t fSddLength = fSegmentation->Dx(); |
| 684 | Double_t fDriftSpeed = fResponse->DriftSpeed(); |
| 685 | Double_t anodePitch = fSegmentation->Dpz( dummy ); |
| 686 | Float_t n, baseline; |
| 687 | fResponse->GetNoiseParam( n, baseline ); |
| 688 | Int_t electronics = fResponse->Electronics(); // 1 = PASCAL, 2 = OLA |
| 689 | // fill Map of signals |
| 690 | fMap->FillMap(); |
| 691 | for( Int_t j=0; j<nofClusters; j++ ){ |
| 692 | // get cluster information |
| 693 | AliITSRawClusterSDD *clusterJ=(AliITSRawClusterSDD*) fClusters->At(j); |
| 694 | Int_t astart = clusterJ->Astart(); |
| 695 | Int_t astop = clusterJ->Astop(); |
| 696 | Int_t tstart = clusterJ->Tstartf(); |
| 697 | Int_t tstop = clusterJ->Tstopf(); |
| 698 | Int_t wing = (Int_t)clusterJ->W(); |
| 699 | if( wing == 2 ){ |
| 700 | astart += fNofAnodes; |
| 701 | astop += fNofAnodes; |
| 702 | } // end if |
| 703 | Int_t xdim = tstop-tstart+3; |
| 704 | Int_t zdim = astop-astart+3; |
| 705 | Float_t *sp = new Float_t[ xdim*zdim+1 ]; |
| 706 | memset( sp, 0, sizeof(Float_t)*(xdim*zdim+1) ); |
| 707 | // make a local map from cluster region |
| 708 | for( Int_t ianode=astart; ianode<=astop; ianode++ ){ |
| 709 | for( Int_t itime=tstart; itime<=tstop; itime++ ){ |
| 710 | Float_t fadc = fMap->GetSignal( ianode, itime ); |
| 711 | if( fadc > baseline ) fadc -= (Double_t)baseline; |
| 712 | else fadc = 0.; |
| 713 | Int_t index = (itime-tstart+1)*zdim+(ianode-astart+1); |
| 714 | sp[index] = fadc; |
| 715 | } // time loop |
| 716 | } // anode loop |
| 717 | // search peaks on cluster |
| 718 | const Int_t kNp = 150; |
| 719 | Int_t peakX1[kNp]; |
| 720 | Int_t peakZ1[kNp]; |
| 721 | Float_t peakAmp1[kNp]; |
| 722 | Int_t npeak = SearchPeak(sp,xdim,zdim,peakX1,peakZ1,peakAmp1,fMinPeak); |
| 723 | // if multiple peaks, split cluster |
| 724 | if( npeak >= 1 ){ |
| 725 | // cout << "npeak " << npeak << endl; |
| 726 | // clusterJ->PrintInfo(); |
| 727 | Float_t *par = new Float_t[npeak*5+1]; |
| 728 | par[0] = (Float_t)npeak; |
| 729 | // Initial paramiters in cell dimentions |
| 730 | Int_t k1 = 1; |
| 731 | for( i=0; i<npeak; i++ ){ |
| 732 | par[k1] = peakAmp1[i]; |
| 733 | par[k1+1] = peakX1[i]; // local time pos. [timebin] |
| 734 | par[k1+2] = peakZ1[i]; // local anode pos. [anodepitch] |
| 735 | if( electronics == 1 ) |
| 736 | par[k1+3] = 2.; // PASCAL |
| 737 | else if( electronics == 2 ) |
| 738 | par[k1+3] = 0.7; // tau [timebin] OLA |
| 739 | par[k1+4] = .4; // sigma [anodepich] |
| 740 | k1+=5; |
| 741 | } // end for i |
| 742 | Int_t niter; |
| 743 | Float_t chir; |
| 744 | NoLinearFit( xdim, zdim, par, sp, &niter, &chir ); |
| 745 | Float_t peakX[kNp]; |
| 746 | Float_t peakZ[kNp]; |
| 747 | Float_t sigma[kNp]; |
| 748 | Float_t tau[kNp]; |
| 749 | Float_t peakAmp[kNp]; |
| 750 | Float_t integral[kNp]; |
| 751 | //get integrals => charge for each peak |
| 752 | PeakFunc( xdim, zdim, par, sp, integral ); |
| 753 | k1 = 1; |
| 754 | for( i=0; i<npeak; i++ ){ |
| 755 | peakAmp[i] = par[k1]; |
| 756 | peakX[i] = par[k1+1]; |
| 757 | peakZ[i] = par[k1+2]; |
| 758 | tau[i] = par[k1+3]; |
| 759 | sigma[i] = par[k1+4]; |
| 760 | k1+=5; |
| 761 | } // end for i |
| 762 | // calculate paramiter for new clusters |
| 763 | for( i=0; i<npeak; i++ ){ |
| 764 | AliITSRawClusterSDD clusterI( *clusterJ ); |
| 765 | Int_t newAnode = peakZ1[i]-1 + astart; |
| 766 | Int_t newiTime = peakX1[i]-1 + tstart; |
| 767 | Int_t shift = (Int_t)(fTimeCorr/fTimeStep + 0.5); |
| 768 | if(newiTime>shift&&newiTime<(fMaxNofSamples-shift)) shift = 0; |
| 769 | Int_t peakpos = fMap->GetHitIndex( newAnode, newiTime+shift ); |
| 770 | clusterI.SetPeakPos( peakpos ); |
| 771 | clusterI.SetPeakAmpl( peakAmp1[i] ); |
| 772 | Float_t newAnodef = peakZ[i] - 0.5 + astart; |
| 773 | Float_t newiTimef = peakX[i] - 1 + tstart; |
| 774 | if( wing == 2 ) newAnodef -= fNofAnodes; |
| 775 | Float_t anodePath = (newAnodef - fNofAnodes/2)*anodePitch; |
| 776 | newiTimef *= fTimeStep; |
| 777 | if( newiTimef > fTimeCorr ) newiTimef -= fTimeCorr; |
| 778 | if( electronics == 1 ){ |
| 779 | newiTimef *= 0.999438; // PASCAL |
| 780 | newiTimef += (6./fDriftSpeed - newiTimef/3000.); |
| 781 | }else if( electronics == 2 ) |
| 782 | newiTimef *= 0.99714; // OLA |
| 783 | Float_t driftPath = fSddLength - newiTimef * fDriftSpeed; |
| 784 | Float_t sign = ( wing == 1 ) ? -1. : 1.; |
| 785 | clusterI.SetX( driftPath*sign * 0.0001 ); |
| 786 | clusterI.SetZ( anodePath * 0.0001 ); |
| 787 | clusterI.SetAnode( newAnodef ); |
| 788 | clusterI.SetTime( newiTimef ); |
| 789 | clusterI.SetAsigma( sigma[i]*anodePitch ); |
| 790 | clusterI.SetTsigma( tau[i]*fTimeStep ); |
| 791 | clusterI.SetQ( integral[i] ); |
| 792 | // clusterI.PrintInfo(); |
| 793 | iTS->AddCluster( 1, &clusterI ); |
| 794 | } // end for i |
| 795 | fClusters->RemoveAt( j ); |
| 796 | delete [] par; |
| 797 | } else cout <<" --- Peak not found!!!! minpeak=" << fMinPeak<< |
| 798 | " cluster peak=" << clusterJ->PeakAmpl() << endl << endl; |
| 799 | delete [] sp; |
| 800 | } // cluster loop |
| 801 | fClusters->Compress(); |
| 802 | fMap->ClearMap(); |
| a1f090e0 |
803 | } |
| 42da2935 |
804 | //________________________________________________________________________ |
| 805 | void AliITSClusterFinderSDD::GroupClusters(){ |
| 806 | // group clusters |
| 807 | Int_t dummy=0; |
| 808 | Float_t fTimeStep = fSegmentation->Dpx(dummy); |
| 809 | // get number of clusters for this module |
| 810 | Int_t nofClusters = fClusters->GetEntriesFast(); |
| 811 | nofClusters -= fNclusters; |
| 812 | AliITSRawClusterSDD *clusterI; |
| 813 | AliITSRawClusterSDD *clusterJ; |
| 814 | Int_t *label = new Int_t [nofClusters]; |
| 815 | Int_t i,j; |
| 816 | for(i=0; i<nofClusters; i++) label[i] = 0; |
| 817 | for(i=0; i<nofClusters; i++) { |
| 818 | if(label[i] != 0) continue; |
| 819 | for(j=i+1; j<nofClusters; j++) { |
| 820 | if(label[j] != 0) continue; |
| 821 | clusterI = (AliITSRawClusterSDD*) fClusters->At(i); |
| 822 | clusterJ = (AliITSRawClusterSDD*) fClusters->At(j); |
| 823 | // 1.3 good |
| 824 | if(clusterI->T() < fTimeStep*60) fDAnode = 4.2; // TB 3.2 |
| 825 | if(clusterI->T() < fTimeStep*10) fDAnode = 1.5; // TB 1. |
| 826 | Bool_t pair = clusterI->Brother(clusterJ,fDAnode,fDTime); |
| 827 | if(!pair) continue; |
| 828 | // clusterI->PrintInfo(); |
| 829 | // clusterJ->PrintInfo(); |
| 830 | clusterI->Add(clusterJ); |
| 831 | label[j] = 1; |
| 832 | fClusters->RemoveAt(j); |
| 833 | j=i; // <- Ernesto |
| 834 | } // J clusters |
| 835 | label[i] = 1; |
| 836 | } // I clusters |
| 837 | fClusters->Compress(); |
| 838 | |
| 839 | delete [] label; |
| 840 | return; |
| b0f5e3fc |
841 | } |
| 42da2935 |
842 | //________________________________________________________________________ |
| 843 | void AliITSClusterFinderSDD::SelectClusters(){ |
| 844 | // get number of clusters for this module |
| 845 | Int_t nofClusters = fClusters->GetEntriesFast(); |
| b0f5e3fc |
846 | |
| 42da2935 |
847 | nofClusters -= fNclusters; |
| 848 | Int_t i; |
| 849 | for(i=0; i<nofClusters; i++) { |
| 850 | AliITSRawClusterSDD *clusterI =(AliITSRawClusterSDD*) fClusters->At(i); |
| 851 | Int_t rmflg = 0; |
| 852 | Float_t wy = 0.; |
| 853 | if(clusterI->Anodes() != 0.) { |
| 854 | wy = ((Float_t) clusterI->Samples())/clusterI->Anodes(); |
| 855 | } // end if |
| 856 | Int_t amp = (Int_t) clusterI->PeakAmpl(); |
| 857 | Int_t cha = (Int_t) clusterI->Q(); |
| 858 | if(amp < fMinPeak) rmflg = 1; |
| 859 | if(cha < fMinCharge) rmflg = 1; |
| 860 | if(wy < fMinNCells) rmflg = 1; |
| 861 | //if(wy > fMaxNCells) rmflg = 1; |
| 862 | if(rmflg) fClusters->RemoveAt(i); |
| 863 | } // I clusters |
| 864 | fClusters->Compress(); |
| 865 | return; |
| b0f5e3fc |
866 | } |
| 42da2935 |
867 | //__________________________________________________________________________ |
| 868 | void AliITSClusterFinderSDD::ResolveClusters(){ |
| 869 | // The function to resolve clusters if the clusters overlapping exists |
| 870 | /* AliITS *iTS=(AliITS*)gAlice->GetModule("ITS"); |
| 871 | // get number of clusters for this module |
| 872 | Int_t nofClusters = fClusters->GetEntriesFast(); |
| 873 | nofClusters -= fNclusters; |
| 874 | //cout<<"Resolve Cl: nofClusters, fNclusters ="<<nofClusters<<"," |
| 875 | // <<fNclusters<<endl; |
| 876 | Int_t fNofMaps = fSegmentation->Npz(); |
| 877 | Int_t fNofAnodes = fNofMaps/2; |
| 878 | Int_t dummy=0; |
| 879 | Double_t fTimeStep = fSegmentation->Dpx(dummy); |
| 880 | Double_t fSddLength = fSegmentation->Dx(); |
| 881 | Double_t fDriftSpeed = fResponse->DriftSpeed(); |
| 882 | Double_t anodePitch = fSegmentation->Dpz(dummy); |
| 883 | Float_t n, baseline; |
| 884 | fResponse->GetNoiseParam(n,baseline); |
| 885 | Float_t dzz_1A = anodePitch * anodePitch / 12; |
| 886 | // fill Map of signals |
| a1f090e0 |
887 | fMap->FillMap(); |
| 42da2935 |
888 | Int_t j,i,ii,ianode,anode,itime; |
| 889 | Int_t wing,astart,astop,tstart,tstop,nanode; |
| 890 | Double_t fadc,ClusterTime; |
| 891 | Double_t q[400],x[400],z[400]; // digit charges and coordinates |
| 892 | for(j=0; j<nofClusters; j++) { |
| 893 | AliITSRawClusterSDD *clusterJ=(AliITSRawClusterSDD*) fClusters->At(j); |
| 894 | Int_t ndigits = 0; |
| 895 | astart=clusterJ->Astart(); |
| 896 | astop=clusterJ->Astop(); |
| 897 | tstart=clusterJ->Tstartf(); |
| 898 | tstop=clusterJ->Tstopf(); |
| 899 | nanode=clusterJ->Anodes(); // <- Ernesto |
| 900 | wing=(Int_t)clusterJ->W(); |
| 901 | if(wing == 2) { |
| 902 | astart += fNofAnodes; |
| 903 | astop += fNofAnodes; |
| 904 | } // end if |
| 905 | // cout<<"astart,astop,tstart,tstop ="<<astart<<","<<astop<<"," |
| 906 | // <<tstart<<","<<tstop<<endl; |
| 907 | // clear the digit arrays |
| 908 | for(ii=0; ii<400; ii++) { |
| 909 | q[ii] = 0.; |
| 910 | x[ii] = 0.; |
| 911 | z[ii] = 0.; |
| 912 | } // end for ii |
| 913 | |
| 914 | for(ianode=astart; ianode<=astop; ianode++) { |
| 915 | for(itime=tstart; itime<=tstop; itime++) { |
| 916 | fadc=fMap->GetSignal(ianode,itime); |
| 917 | if(fadc>baseline) { |
| 918 | fadc-=(Double_t)baseline; |
| 919 | q[ndigits] = fadc*(fTimeStep/160); // KeV |
| 920 | anode = ianode; |
| 921 | if(wing == 2) anode -= fNofAnodes; |
| 922 | z[ndigits] = (anode + 0.5 - fNofAnodes/2)*anodePitch; |
| 923 | ClusterTime = itime*fTimeStep; |
| 924 | if(ClusterTime > fTimeCorr) ClusterTime -= fTimeCorr;// ns |
| 925 | x[ndigits] = fSddLength - ClusterTime*fDriftSpeed; |
| 926 | if(wing == 1) x[ndigits] *= (-1); |
| 927 | // cout<<"ianode,itime,fadc ="<<ianode<<","<<itime<<"," |
| 928 | // <<fadc<<endl; |
| 929 | // cout<<"wing,anode,ndigits,charge ="<<wing<<"," |
| 930 | // <<anode<<","<<ndigits<<","<<q[ndigits]<<endl; |
| 931 | ndigits++; |
| 932 | continue; |
| 933 | } // end if |
| 934 | fadc=0; |
| 935 | // cout<<"fadc=0, ndigits ="<<ndigits<<endl; |
| 936 | } // time loop |
| 937 | } // anode loop |
| 938 | // cout<<"for new cluster ndigits ="<<ndigits<<endl; |
| 939 | // Fit cluster to resolve for two separate ones -------------------- |
| 940 | Double_t qq=0., xm=0., zm=0., xx=0., zz=0., xz=0.; |
| 941 | Double_t dxx=0., dzz=0., dxz=0.; |
| 942 | Double_t scl = 0., tmp, tga, elps = -1.; |
| 943 | Double_t xfit[2], zfit[2], qfit[2]; |
| 944 | Double_t pitchz = anodePitch*1.e-4; // cm |
| 945 | Double_t pitchx = fTimeStep*fDriftSpeed*1.e-4; // cm |
| 946 | Double_t sigma2; |
| 947 | Int_t nfhits; |
| 948 | Int_t nbins = ndigits; |
| 949 | Int_t separate = 0; |
| 950 | // now, all lengths are in microns |
| 951 | for (ii=0; ii<nbins; ii++) { |
| 952 | qq += q[ii]; |
| 953 | xm += x[ii]*q[ii]; |
| 954 | zm += z[ii]*q[ii]; |
| 955 | xx += x[ii]*x[ii]*q[ii]; |
| 956 | zz += z[ii]*z[ii]*q[ii]; |
| 957 | xz += x[ii]*z[ii]*q[ii]; |
| 958 | } // end for ii |
| 959 | xm /= qq; |
| 960 | zm /= qq; |
| 961 | xx /= qq; |
| 962 | zz /= qq; |
| 963 | xz /= qq; |
| 964 | dxx = xx - xm*xm; |
| 965 | dzz = zz - zm*zm; |
| 966 | dxz = xz - xm*zm; |
| 967 | |
| 968 | // shrink the cluster in the time direction proportionaly to the |
| 969 | // dxx/dzz, which lineary depends from the drift path |
| a1f090e0 |
970 | // new Ernesto........ |
| 42da2935 |
971 | if( nanode == 1 ){ |
| 972 | dzz = dzz_1A; // for one anode cluster dzz = anode**2/12 |
| 973 | scl = TMath::Sqrt( 7.2/(-0.57*xm*1.e-3+71.8) ); |
| 974 | } // end if |
| 975 | if( nanode == 2 ){ |
| 976 | scl = TMath::Sqrt( (-0.18*xm*1.e-3+21.3)/(-0.57*xm*1.e-3+71.8) ); |
| 977 | } // end if |
| 978 | if( nanode == 3 ){ |
| 979 | scl = TMath::Sqrt( (-0.5*xm*1.e-3+34.5)/(-0.57*xm*1.e-3+71.8) ); |
| 980 | } // end if |
| 981 | if( nanode > 3 ){ |
| 982 | scl = TMath::Sqrt( (1.3*xm*1.e-3+49.)/(-0.57*xm*1.e-3+71.8) ); |
| 983 | } // end if |
| 984 | // cout<<"1 microns: zm,dzz,xm,dxx,dxz,qq ="<<zm<<","<<dzz<<"," |
| 985 | // <<xm<<","<<dxx<<","<<dxz<<","<<qq<<endl; |
| 986 | // old Boris......... |
| 987 | // tmp=29730. - 585.*fabs(xm/1000.); |
| 988 | // scl=TMath::Sqrt(tmp/130000.); |
| a1f090e0 |
989 | |
| 42da2935 |
990 | xm *= scl; |
| 991 | xx *= scl*scl; |
| 992 | xz *= scl; |
| 993 | |
| 994 | dxx = xx - xm*xm; |
| 995 | // dzz = zz - zm*zm; |
| 996 | dxz = xz - xm*zm; |
| 997 | // cout<<"microns: zm,dzz,xm,dxx,xz,dxz,qq ="<<zm<<","<<dzz<<"," |
| 998 | // <<xm<<","<<dxx<<","<<xz<<","<<dxz<<","<<qq<<endl; |
| 999 | // if(dzz < 7200.) dzz=7200.;//for one anode cluster dzz = anode**2/12 |
| a1f090e0 |
1000 | |
| 42da2935 |
1001 | if (dxx < 0.) dxx=0.; |
| 1002 | // the data if no cluster overlapping (the coordunates are in cm) |
| 1003 | nfhits = 1; |
| 1004 | xfit[0] = xm*1.e-4; |
| 1005 | zfit[0] = zm*1.e-4; |
| 1006 | qfit[0] = qq; |
| 1007 | // if(nbins < 7) cout<<"**** nbins ="<<nbins<<endl; |
| a1f090e0 |
1008 | |
| 42da2935 |
1009 | if (nbins >= 7) { |
| 1010 | if (dxz==0.) tga=0.; |
| 1011 | else { |
| 1012 | tmp=0.5*(dzz-dxx)/dxz; |
| 1013 | tga = (dxz<0.) ? tmp-TMath::Sqrt(tmp*tmp+1) : |
| 1014 | tmp+TMath::Sqrt(tmp*tmp+1); |
| 1015 | } // end if dxz |
| 1016 | elps=(tga*tga*dxx-2*tga*dxz+dzz)/(dxx+2*tga*dxz+tga*tga*dzz); |
| 1017 | // change from microns to cm |
| 1018 | xm *= 1.e-4; |
| 1019 | zm *= 1.e-4; |
| 1020 | zz *= 1.e-8; |
| 1021 | xx *= 1.e-8; |
| 1022 | xz *= 1.e-8; |
| 1023 | dxz *= 1.e-8; |
| 1024 | dxx *= 1.e-8; |
| 1025 | dzz *= 1.e-8; |
| 1026 | // cout<<"cm: zm,dzz,xm,dxx,xz,dxz,qq ="<<zm<<","<<dzz<<"," |
| 1027 | // <<xm<<","<<dxx<<","<<xz<<","<<dxz<<","<<qq<<endl; |
| 1028 | for (i=0; i<nbins; i++) { |
| 1029 | x[i] = x[i] *= scl; |
| 1030 | x[i] = x[i] *= 1.e-4; |
| 1031 | z[i] = z[i] *= 1.e-4; |
| 1032 | } // end for i |
| 1033 | // cout<<"!!! elps ="<<elps<<endl; |
| 1034 | if (elps < 0.3) { // try to separate hits |
| 1035 | separate = 1; |
| 1036 | tmp=atan(tga); |
| 1037 | Double_t cosa=cos(tmp),sina=sin(tmp); |
| 1038 | Double_t a1=0., x1=0., xxx=0.; |
| 1039 | for (i=0; i<nbins; i++) { |
| 1040 | tmp=x[i]*cosa + z[i]*sina; |
| 1041 | if (q[i] > a1) { |
| 1042 | a1=q[i]; |
| 1043 | x1=tmp; |
| 1044 | } // end if |
| 1045 | xxx += tmp*tmp*tmp*q[i]; |
| 1046 | } // end for i |
| 1047 | xxx /= qq; |
| 1048 | Double_t z12=-sina*xm + cosa*zm; |
| 1049 | sigma2=(sina*sina*xx-2*cosa*sina*xz+cosa*cosa*zz) - z12*z12; |
| 1050 | xm=cosa*xm + sina*zm; |
| 1051 | xx=cosa*cosa*xx + 2*cosa*sina*xz + sina*sina*zz; |
| 1052 | Double_t x2=(xx - xm*x1 - sigma2)/(xm - x1); |
| 1053 | Double_t r=a1*2*TMath::ACos(-1.)*sigma2/(qq*pitchx*pitchz); |
| 1054 | for (i=0; i<33; i++) { // solve a system of equations |
| 1055 | Double_t x1_old=x1, x2_old=x2, r_old=r; |
| 1056 | Double_t c11=x1-x2; |
| 1057 | Double_t c12=r; |
| 1058 | Double_t c13=1-r; |
| 1059 | Double_t c21=x1*x1 - x2*x2; |
| 1060 | Double_t c22=2*r*x1; |
| 1061 | Double_t c23=2*(1-r)*x2; |
| 1062 | Double_t c31=3*sigma2*(x1-x2) + x1*x1*x1 - x2*x2*x2; |
| 1063 | Double_t c32=3*r*(sigma2 + x1*x1); |
| 1064 | Double_t c33=3*(1-r)*(sigma2 + x2*x2); |
| 1065 | Double_t f1=-(r*x1 + (1-r)*x2 - xm); |
| 1066 | Double_t f2=-(r*(sigma2+x1*x1)+(1-r)*(sigma2+x2*x2)- xx); |
| 1067 | Double_t f3=-(r*x1*(3*sigma2+x1*x1)+(1-r)*x2* |
| 1068 | (3*sigma2+x2*x2)-xxx); |
| 1069 | Double_t d=c11*c22*c33+c21*c32*c13+c12*c23*c31- |
| 1070 | c31*c22*c13 - c21*c12*c33 - c32*c23*c11; |
| 1071 | if (d==0.) { |
| 1072 | cout<<"*********** d=0 ***********\n"; |
| 1073 | break; |
| 1074 | } // end if |
| 1075 | Double_t dr=f1*c22*c33 + f2*c32*c13 + c12*c23*f3 - |
| 1076 | f3*c22*c13 - f2*c12*c33 - c32*c23*f1; |
| 1077 | Double_t d1=c11*f2*c33 + c21*f3*c13 + f1*c23*c31 - |
| 1078 | c31*f2*c13 - c21*f1*c33 - f3*c23*c11; |
| 1079 | Double_t d2=c11*c22*f3 + c21*c32*f1 + c12*f2*c31 - |
| 1080 | c31*c22*f1 - c21*c12*f3 - c32*f2*c11; |
| 1081 | r += dr/d; |
| 1082 | x1 += d1/d; |
| 1083 | x2 += d2/d; |
| 1084 | if (fabs(x1-x1_old) > 0.0001) continue; |
| 1085 | if (fabs(x2-x2_old) > 0.0001) continue; |
| 1086 | if (fabs(r-r_old)/5 > 0.001) continue; |
| 1087 | a1=r*qq*pitchx*pitchz/(2*TMath::ACos(-1.)*sigma2); |
| 1088 | Double_t a2=a1*(1-r)/r; |
| 1089 | qfit[0]=a1; xfit[0]=x1*cosa - z12*sina; zfit[0]=x1*sina + |
| 1090 | z12*cosa; |
| 1091 | qfit[1]=a2; xfit[1]=x2*cosa - z12*sina; zfit[1]=x2*sina + |
| 1092 | z12*cosa; |
| 1093 | nfhits=2; |
| 1094 | break; // Ok ! |
| 1095 | } // end for i |
| 1096 | if (i==33) cerr<<"No more iterations ! "<<endl; |
| 1097 | } // end of attempt to separate overlapped clusters |
| 1098 | } // end of nbins cut |
| 1099 | if(elps < 0.) cout<<" elps=-1 ="<<elps<<endl; |
| 1100 | if(elps >0. && elps< 0.3 && nfhits == 1) cout<<" small elps, nfh=1 =" |
| 1101 | <<elps<<","<<nfhits<<endl; |
| 1102 | if(nfhits == 2) cout<<" nfhits=2 ="<<nfhits<<endl; |
| 1103 | for (i=0; i<nfhits; i++) { |
| 1104 | xfit[i] *= (1.e+4/scl); |
| 1105 | if(wing == 1) xfit[i] *= (-1); |
| 1106 | zfit[i] *= 1.e+4; |
| 1107 | // cout<<" --------- i,xfiti,zfiti,qfiti ="<<i<<"," |
| 1108 | // <<xfit[i]<<","<<zfit[i]<<","<<qfit[i]<<endl; |
| 1109 | } // end for i |
| 1110 | Int_t ncl = nfhits; |
| 1111 | if(nfhits == 1 && separate == 1) { |
| 1112 | cout<<"!!!!! no separate"<<endl; |
| 1113 | ncl = -2; |
| 1114 | } // end if |
| 1115 | if(nfhits == 2) { |
| 1116 | cout << "Split cluster: " << endl; |
| 1117 | clusterJ->PrintInfo(); |
| 1118 | cout << " in: " << endl; |
| 1119 | for (i=0; i<nfhits; i++) { |
| 1120 | // AliITSRawClusterSDD *clust = new AliITSRawClusterSDD(wing, |
| 1121 | -1,-1,(Float_t)qfit[i],ncl,0,0, |
| 1122 | (Float_t)xfit[i], |
| 1123 | (Float_t)zfit[i],0,0,0,0, |
| 1124 | tstart,tstop,astart,astop); |
| 1125 | // AliITSRawClusterSDD *clust = new AliITSRawClusterSDD(wing,-1, |
| 1126 | // -1,(Float_t)qfit[i],0,0,0, |
| 1127 | // (Float_t)xfit[i], |
| 1128 | // (Float_t)zfit[i],0,0,0,0, |
| 1129 | // tstart,tstop,astart,astop,ncl); |
| 1130 | // ??????????? |
| 1131 | // if(wing == 1) xfit[i] *= (-1); |
| 1132 | Float_t Anode = (zfit[i]/anodePitch+fNofAnodes/2-0.5); |
| 1133 | Float_t Time = (fSddLength - xfit[i])/fDriftSpeed; |
| 1134 | Float_t clusterPeakAmplitude = clusterJ->PeakAmpl(); |
| 1135 | Float_t peakpos = clusterJ->PeakPos(); |
| 1136 | Float_t clusteranodePath = (Anode - fNofAnodes/2)*anodePitch; |
| 1137 | Float_t clusterDriftPath = Time*fDriftSpeed; |
| 1138 | clusterDriftPath = fSddLength-clusterDriftPath; |
| 1139 | AliITSRawClusterSDD *clust = new AliITSRawClusterSDD(wing,Anode, |
| 1140 | Time,qfit[i], |
| 1141 | clusterPeakAmplitude,peakpos, |
| 1142 | 0.,0.,clusterDriftPath, |
| 1143 | clusteranodePath,clusterJ->Samples()/2 |
| a1f090e0 |
1144 | ,tstart,tstop,0,0,0,astart,astop); |
| 42da2935 |
1145 | clust->PrintInfo(); |
| 1146 | iTS->AddCluster(1,clust); |
| 1147 | // cout<<"new cluster added: tstart,tstop,astart,astop,x,ncl =" |
| 1148 | // <<tstart<<","<<tstop<<","<<astart<<","<<astop<<","<<xfit[i] |
| 1149 | // <<","<<ncl<<endl; |
| 1150 | delete clust; |
| 1151 | }// nfhits loop |
| 1152 | fClusters->RemoveAt(j); |
| 1153 | } // if nfhits = 2 |
| 1154 | } // cluster loop |
| 1155 | fClusters->Compress(); |
| 1156 | fMap->ClearMap(); |
| 1157 | */ |
| 1158 | return; |
| a1f090e0 |
1159 | } |
| 42da2935 |
1160 | //______________________________________________________________________ |
| 1161 | void AliITSClusterFinderSDD::GetRecPoints(){ |
| 1162 | // get rec points |
| 1163 | static AliITS *iTS=(AliITS*)gAlice->GetModule("ITS"); |
| 1164 | // get number of clusters for this module |
| 1165 | Int_t nofClusters = fClusters->GetEntriesFast(); |
| 1166 | nofClusters -= fNclusters; |
| 1167 | const Float_t kconvGeV = 1.e-6; // GeV -> KeV |
| 1168 | const Float_t kconv = 1.0e-4; |
| 1169 | const Float_t kRMSx = 38.0*kconv; // microns->cm ITS TDR Table 1.3 |
| 1170 | const Float_t kRMSz = 28.0*kconv; // microns->cm ITS TDR Table 1.3 |
| 1171 | Int_t i; |
| 1172 | Int_t ix, iz, idx=-1; |
| 1173 | AliITSdigitSDD *dig=0; |
| 1174 | Int_t ndigits=fDigits->GetEntriesFast(); |
| 1175 | for(i=0; i<nofClusters; i++) { |
| 1176 | AliITSRawClusterSDD *clusterI = (AliITSRawClusterSDD*)fClusters->At(i); |
| 1177 | if(!clusterI) Error("SDD: GetRecPoints","i clusterI ",i,clusterI); |
| 1178 | if(clusterI) idx=clusterI->PeakPos(); |
| 1179 | if(idx>ndigits) Error("SDD: GetRecPoints","idx ndigits",idx,ndigits); |
| 1180 | // try peak neighbours - to be done |
| 1181 | if(idx&&idx<= ndigits) dig =(AliITSdigitSDD*)fDigits->UncheckedAt(idx); |
| 1182 | if(!dig) { |
| 1183 | // try cog |
| 1184 | fSegmentation->GetPadIxz(clusterI->X(),clusterI->Z(),ix,iz); |
| 1185 | dig = (AliITSdigitSDD*)fMap->GetHit(iz-1,ix-1); |
| 1186 | // if null try neighbours |
| 1187 | if (!dig) dig = (AliITSdigitSDD*)fMap->GetHit(iz-1,ix); |
| 1188 | if (!dig) dig = (AliITSdigitSDD*)fMap->GetHit(iz-1,ix+1); |
| 1189 | if (!dig) printf("SDD: cannot assign the track number!\n"); |
| 1190 | } // end if !dig |
| 1191 | AliITSRecPoint rnew; |
| 1192 | rnew.SetX(clusterI->X()); |
| 1193 | rnew.SetZ(clusterI->Z()); |
| 1194 | rnew.SetQ(clusterI->Q()); // in KeV - should be ADC |
| 1195 | rnew.SetdEdX(kconvGeV*clusterI->Q()); |
| 1196 | rnew.SetSigmaX2(kRMSx*kRMSx); |
| 1197 | rnew.SetSigmaZ2(kRMSz*kRMSz); |
| 1198 | if(dig) rnew.fTracks[0]=dig->fTracks[0]; |
| 1199 | if(dig) rnew.fTracks[1]=dig->fTracks[1]; |
| 1200 | if(dig) rnew.fTracks[2]=dig->fTracks[2]; |
| 1201 | //printf("SDD: i %d track1 track2 track3 %d %d %d x y %f %f\n", |
| 1202 | // i,rnew.fTracks[0],rnew.fTracks[1],rnew.fTracks[2],c |
| 1203 | // lusterI->X(),clusterI->Z()); |
| 1204 | iTS->AddRecPoint(rnew); |
| 1205 | } // I clusters |
| 1206 | fMap->ClearMap(); |
| b0f5e3fc |
1207 | } |
| 42da2935 |
1208 | //______________________________________________________________________ |
| 1209 | void AliITSClusterFinderSDD::FindRawClusters(Int_t mod){ |
| 1210 | // find raw clusters |
| b0f5e3fc |
1211 | |
| a1f090e0 |
1212 | Find1DClustersE(); |
| b0f5e3fc |
1213 | GroupClusters(); |
| 1214 | SelectClusters(); |
| a1f090e0 |
1215 | ResolveClustersE(); |
| b0f5e3fc |
1216 | GetRecPoints(); |
| 1217 | } |
| 42da2935 |
1218 | //_______________________________________________________________________ |
| 1219 | void AliITSClusterFinderSDD::Print(){ |
| 1220 | // Print SDD cluster finder Parameters |
| 1221 | |
| 1222 | cout << "**************************************************" << endl; |
| 1223 | cout << " Silicon Drift Detector Cluster Finder Parameters " << endl; |
| 1224 | cout << "**************************************************" << endl; |
| 1225 | cout << "Number of Clusters: " << fNclusters << endl; |
| 1226 | cout << "Anode Tolerance: " << fDAnode << endl; |
| 1227 | cout << "Time Tolerance: " << fDTime << endl; |
| 1228 | cout << "Time correction (electronics): " << fTimeCorr << endl; |
| 1229 | cout << "Cut Amplitude (threshold): " << fCutAmplitude << endl; |
| 1230 | cout << "Minimum Amplitude: " << fMinPeak << endl; |
| 1231 | cout << "Minimum Charge: " << fMinCharge << endl; |
| 1232 | cout << "Minimum number of cells/clusters: " << fMinNCells << endl; |
| 1233 | cout << "Maximum number of cells/clusters: " << fMaxNCells << endl; |
| 1234 | cout << "**************************************************" << endl; |
| a1f090e0 |
1235 | } |
git://git.uio.no / u / mrichter / AliRoot.git / blame