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809a4336 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**************************************************************************/
50685501 15//
16// Class for TRD PID
17// Implements the abstract base class AliHFEpidbase
18// Make PID does the PID decision
19// Class further contains TRD specific cuts and QA histograms
20//
21// Authors:
22// Markus Fasel <M.Fasel@gsi.de>
23//
809a4336 24#include <TH1F.h>
75d81601 25#include <TH2F.h>
e3fc062d 26#include <THnSparse.h>
50685501 27#include <TList.h>
809a4336 28#include <TString.h>
809a4336 29
6555e2ad 30#include "AliAODPid.h"
722347d8 31#include "AliAODTrack.h"
32#include "AliAODMCParticle.h"
809a4336 33#include "AliESDtrack.h"
75d81601 34#include "AliLog.h"
722347d8 35#include "AliMCParticle.h"
8c1c76e9 36#include "AliOADBContainer.h"
809a4336 37#include "AliPID.h"
8c1c76e9 38#include "AliPIDResponse.h"
809a4336 39
8c1c76e9 40#include "AliHFEOADBThresholdsTRD.h"
3a72645a 41#include "AliHFEpidQAmanager.h"
809a4336 42#include "AliHFEpidTRD.h"
43
44ClassImp(AliHFEpidTRD)
45
faee3b18 46//___________________________________________________________________
47AliHFEpidTRD::AliHFEpidTRD() :
48 AliHFEpidBase()
8c1c76e9 49 , fOADBThresholds(NULL)
50 , fMinP(0.5)
51 , fNTracklets(6)
e17c1f86 52 , fCutNTracklets(0)
8c1c76e9 53 , fRunNumber(0)
54 , fElectronEfficiency(0.90)
e156c3bb 55 , fTotalChargeInSlice0(kFALSE)
93f99c26 56 , fTRDOldPIDMethod(kFALSE)
b593c849 57 , fTRD2DPID(kFALSE)
faee3b18 58{
59 //
60 // default constructor
61 //
bf892a6a 62 memset(fThreshParams, 0, sizeof(Double_t) * kThreshParams);
faee3b18 63}
64
809a4336 65//___________________________________________________________________
66AliHFEpidTRD::AliHFEpidTRD(const char* name) :
67 AliHFEpidBase(name)
8c1c76e9 68 , fOADBThresholds(NULL)
69 , fMinP(0.5)
70 , fNTracklets(6)
e17c1f86 71 , fCutNTracklets(0)
8c1c76e9 72 , fRunNumber(0)
67fe7bd0 73 , fElectronEfficiency(0.91)
e156c3bb 74 , fTotalChargeInSlice0(kFALSE)
93f99c26 75 , fTRDOldPIDMethod(kFALSE)
b593c849 76 , fTRD2DPID(kFALSE)
809a4336 77{
78 //
79 // default constructor
80 //
dbe3abbe 81 memset(fThreshParams, 0, sizeof(Double_t) * kThreshParams);
809a4336 82}
83
84//___________________________________________________________________
85AliHFEpidTRD::AliHFEpidTRD(const AliHFEpidTRD &ref):
86 AliHFEpidBase("")
8c1c76e9 87 , fOADBThresholds(NULL)
67fe7bd0 88 , fMinP(ref.fMinP)
8c1c76e9 89 , fNTracklets(ref.fNTracklets)
e17c1f86 90 , fCutNTracklets(ref.fCutNTracklets)
8c1c76e9 91 , fRunNumber(ref.fRunNumber)
67fe7bd0 92 , fElectronEfficiency(ref.fElectronEfficiency)
e156c3bb 93 , fTotalChargeInSlice0(ref.fTotalChargeInSlice0)
93f99c26 94 , fTRDOldPIDMethod(ref.fTRDOldPIDMethod)
b593c849 95 , fTRD2DPID(ref.fTRD2DPID)
809a4336 96{
97 //
98 // Copy constructor
99 //
dbe3abbe 100 memset(fThreshParams, 0, sizeof(Double_t) * kThreshParams);
809a4336 101 ref.Copy(*this);
102}
103
104//___________________________________________________________________
105AliHFEpidTRD &AliHFEpidTRD::operator=(const AliHFEpidTRD &ref){
106 //
107 // Assignment operator
108 //
109 if(this != &ref){
110 ref.Copy(*this);
111 }
112 return *this;
113}
114
115//___________________________________________________________________
116void AliHFEpidTRD::Copy(TObject &ref) const {
117 //
118 // Performs the copying of the object
119 //
120 AliHFEpidTRD &target = dynamic_cast<AliHFEpidTRD &>(ref);
bf892a6a 121
e3fc062d 122 target.fMinP = fMinP;
8c1c76e9 123 target.fNTracklets = fNTracklets;
e17c1f86 124 target.fCutNTracklets = fCutNTracklets;
8c1c76e9 125 target.fRunNumber = fRunNumber;
e156c3bb 126 target.fTotalChargeInSlice0 = fTotalChargeInSlice0;
93f99c26 127 target.fTRDOldPIDMethod = fTRDOldPIDMethod;
b593c849 128 target.fTRD2DPID = fTRD2DPID;
67fe7bd0 129 target.fElectronEfficiency = fElectronEfficiency;
dbe3abbe 130 memcpy(target.fThreshParams, fThreshParams, sizeof(Double_t) * kThreshParams);
809a4336 131 AliHFEpidBase::Copy(ref);
132}
133
134//___________________________________________________________________
135AliHFEpidTRD::~AliHFEpidTRD(){
136 //
137 // Destructor
138 //
809a4336 139}
140
141//______________________________________________________
8c1c76e9 142Bool_t AliHFEpidTRD::InitializePID(Int_t run){
b593c849 143 //
144 // InitializePID call different init function depending on TRD PID method
145 //
146 //
147
93f99c26
R		 148 if(fTRDOldPIDMethod) return Initialize1D(run);
149 else return kTRUE;
b593c849 150
151
b593c849 152}
153
154//______________________________________________________
155Bool_t AliHFEpidTRD::Initialize1D(Int_t run){
809a4336 156 //
157 // InitializePID: Load TRD thresholds and create the electron efficiency axis
158 // to navigate
159 //
8c1c76e9 160 AliDebug(1, Form("Initializing TRD PID for run %d", run));
161 if(InitParamsFromOADB(run)){
162 SetBit(kThresholdsInitialized);
163 return kTRUE;
bf892a6a 164 }
8c1c76e9 165 AliDebug(1, Form("Threshold Parameters for %d tracklets and an electron efficiency %f loaded:", fNTracklets, fElectronEfficiency));
166 AliDebug(1, Form("Params: [%f|%f|%f|%f]", fThreshParams[0], fThreshParams[1], fThreshParams[2], fThreshParams[3]));
167 fRunNumber = run;
168 return kFALSE;
809a4336 169}
170
b593c849 171/*
172//______________________________________________________
173Bool_t AliHFEpidTRD::Initialize2D(Int_t run){
174 //
175 // Initialize2DimPID
176 //
177 //
178
179 return kTRUE;
180
181}
182*/
183
809a4336 184//______________________________________________________
6555e2ad 185Int_t AliHFEpidTRD::IsSelected(const AliHFEpidObject *track, AliHFEpidQAmanager *pidqa) const {
b593c849 186 //
187 // Does PID for TRD alone:
188 // PID algorithm selected according to flag
189 //
190 //
191
7bdde22f 192 if(fTRDOldPIDMethod) return IsSelected1D(track, pidqa);
193 else return IsSelectedTRDPID(track, pidqa);
b593c849 194}
195
196//______________________________________________________
197Int_t AliHFEpidTRD::IsSelected1D(const AliHFEpidObject *track, AliHFEpidQAmanager *pidqa) const {
809a4336 198 //
199 // Does PID for TRD alone:
200 // PID thresholds based on 90% Electron Efficiency level approximated by a linear
201 // step function
202 //
8c1c76e9 203 if(!TestBit(kThresholdsInitialized)) {
204 AliDebug(1,"Threshold Parameters not available");
205 return 0;
206 }
207 AliDebug(2, "Applying TRD PID");
208 if(!fkPIDResponse){
209 AliDebug(2, "Cannot process track");
3a72645a 210 return 0;
211 }
722347d8 212
e17c1f86 213
8c1c76e9 214/*
215 const AliESDtrack *esdt = dynamic_cast<const AliESDtrack *>(track->GetRecTrack());
216 printf("checking IdentifiedAsElectronTRD, number of Tracklets: %d\n", esdt->GetTRDntrackletsPID());
217 if(fkPIDResponse->IdentifiedAsElectronTRD(dynamic_cast<const AliVTrack *>(track->GetRecTrack()), 0.8)) printf("Track identified as electron\n");
218 else printf("Track rejected\n");
219*/
3a72645a 220 AliHFEpidObject::AnalysisType_t anatype = track->IsESDanalysis() ? AliHFEpidObject::kESDanalysis: AliHFEpidObject::kAODanalysis;
221 Double_t p = GetP(track->GetRecTrack(), anatype);
222 if(p < fMinP){
8c1c76e9 223 AliDebug(2, Form("Track momentum below %f", fMinP));
3a72645a 224 return 0;
225 }
809a4336 226
3a72645a 227 if(pidqa) pidqa->ProcessTrack(track, AliHFEpid::kTRDpid, AliHFEdetPIDqa::kBeforePID);
e17c1f86 228
229 if(fCutNTracklets > 0){
230 AliDebug(1, Form("Number of tracklets cut applied: %d\n", fCutNTracklets));
231 Int_t ntracklets = track->GetRecTrack() ? track->GetRecTrack()->GetTRDntrackletsPID() : 0;
232 if(TestBit(kExactTrackletCut)){
233 AliDebug(1, Form("Exact cut applied: %d tracklets found\n", ntracklets));
234 if(ntracklets != fCutNTracklets) return 0;
235 } else {
236 AliDebug(1, Form("Greater Equal cut applied: %d tracklets found\n", ntracklets));
237 if(ntracklets < fCutNTracklets) return 0;
238 }
239 }
240 AliDebug(1,"Track selected\n");
241
242 Double_t electronLike = GetElectronLikelihood(track->GetRecTrack(), anatype);
8c1c76e9 243 Double_t threshold;
244 if(TestBit(kSelectCutOnTheFly)){
e17c1f86 245 threshold = GetTRDthresholds(p, track->GetRecTrack()->GetTRDntrackletsPID());
8c1c76e9 246 } else {
247 threshold = GetTRDthresholds(p);
248 }
249 AliDebug(2, Form("Threshold: %f\n", threshold));
3a72645a 250 if(electronLike > threshold){
251 if(pidqa) pidqa->ProcessTrack(track, AliHFEpid::kTRDpid, AliHFEdetPIDqa::kAfterPID);
0792aa82 252 return 11;
253 }
254 return 211;
3a72645a 255
809a4336 256}
257
b593c849 258//______________________________________________________
93f99c26 259Int_t AliHFEpidTRD::IsSelectedTRDPID(const AliHFEpidObject *track, AliHFEpidQAmanager *pidqa) const {
b593c849 260 //
261 // 2D TRD PID
262 //
263 //
264 //
265 AliDebug(2, "Applying TRD PID");
266 if(!fkPIDResponse){
267 AliDebug(2, "Cannot process track");
268 return 0;
269 }
270
271 AliHFEpidObject::AnalysisType_t anatype = track->IsESDanalysis() ? AliHFEpidObject::kESDanalysis: AliHFEpidObject::kAODanalysis;
272 Double_t p = GetP(track->GetRecTrack(), anatype);
273 if(p < fMinP){
7bdde22f 274 AliDebug(2, Form("Track momentum below %f", fMinP));
b593c849 275 return 0;
276 }
b593c849 277
7bdde22f 278 if(pidqa) pidqa->ProcessTrack(track, AliHFEpid::kTRDpid, AliHFEdetPIDqa::kBeforePID);
279
b593c849 280 if(fCutNTracklets > 0){
281 AliDebug(1, Form("Number of tracklets cut applied: %d\n", fCutNTracklets));
7bdde22f 282 Int_t ntracklets = track->GetRecTrack() ? track->GetRecTrack()->GetTRDntrackletsPID() : 0;
b593c849 283 if(TestBit(kExactTrackletCut)){
284 AliDebug(1, Form("Exact cut applied: %d tracklets found\n", ntracklets));
285 if(ntracklets != fCutNTracklets) return 0;
286 } else {
287 AliDebug(1, Form("Greater Equal cut applied: %d tracklets found\n", ntracklets));
288 if(ntracklets < fCutNTracklets) return 0;
289 }
290 }
291 AliDebug(1,"Track selected\n");
292
84e1e407 293 Int_t centralitybin = track->IsPbPb() ? track->GetCentrality() : -2;
b593c849 294 Float_t fCentralityLimitsdefault[12]= {0.,5.,10., 20., 30., 40., 50., 60.,70.,80., 90., 100.};
d44e3c84 295 Float_t centrality=-1;
296 if(centralitybin>=0) centrality=fCentralityLimitsdefault[centralitybin]+1;
b593c849 297
93f99c26
R		 298 AliTRDPIDResponse::ETRDPIDMethod fTRDPIDMethod = AliTRDPIDResponse::kLQ1D;
299 if(fTRD2DPID) fTRDPIDMethod = AliTRDPIDResponse::kLQ2D;
300
7bdde22f 301// printf("TRD PID Method in use: %i \n",fTRDPIDMethod);
302 // if(fkPIDResponse->IdentifiedAsElectronTRD(track->GetRecTrack(),fElectronEfficiency,centrality,fTRDPIDMethod)){
bad10286 303 Int_t ntrackletsPID=0;
304 Bool_t iselectron=kFALSE;
305 iselectron=fkPIDResponse->IdentifiedAsElectronTRD(track->GetRecTrack(),ntrackletsPID,fElectronEfficiency,centrality,fTRDPIDMethod);
306 if((ntrackletsPID==fCutNTracklets) && iselectron){
93f99c26 307 AliDebug(2, Form("Electron effi: %f %i %i %f %i\n", fElectronEfficiency,track->GetCentrality(),centralitybin,centrality,fTRDPIDMethod));
3cd4d968 308 if(pidqa) pidqa->ProcessTrack(track, AliHFEpid::kTRDpid, AliHFEdetPIDqa::kAfterPID);
b593c849 309 return 11;
310 } else return 211;
311
d44e3c84 312
313
b593c849 314}
315
809a4336 316//___________________________________________________________________
8c1c76e9 317Double_t AliHFEpidTRD::GetTRDthresholds(Double_t p, UInt_t nTracklets) const {
dbe3abbe 318 //
319 // Return momentum dependent and electron efficiency dependent TRD thresholds
8c1c76e9 320 // Determine threshold based on the number of tracklets on the fly, electron efficiency not modified
dbe3abbe 321 //
8c1c76e9 322 Double_t threshParams[4];
e17c1f86 323 AliDebug(1, Form("Select cut for %d tracklets\n", nTracklets));
8c1c76e9 324 // Get threshold paramters for the given number of tracklets from OADB container
325 AliHFEOADBThresholdsTRD *thresholds = dynamic_cast<AliHFEOADBThresholdsTRD *>(fOADBThresholds->GetObject(fRunNumber));
326 if(!thresholds){
327 AliDebug(1, Form("Thresholds for run %d not in the OADB", fRunNumber));
328 return 0.;
329 }
e17c1f86 330 if(!thresholds->GetThresholdParameters(nTracklets, fElectronEfficiency, threshParams)){
331 AliDebug(1, "loading thresholds failed\n");
332 return 0.;
333 }
8c1c76e9 334 Double_t threshold = 1. - threshParams[0] - threshParams[1] * p - threshParams[2] * TMath::Exp(-threshParams[3] * p);
0792aa82 335 return TMath::Max(TMath::Min(threshold, 0.99), 0.2); // truncate the threshold upperwards to 0.999 and lowerwards to 0.2 and exclude unphysical values
809a4336 336}
337
bf892a6a 338//___________________________________________________________________
8c1c76e9 339Double_t AliHFEpidTRD::GetTRDthresholds(Double_t p) const {
bf892a6a 340 //
8c1c76e9 341 // Return momentum dependent and electron efficiency dependent TRD thresholds
342 //
343 Double_t threshold = 1. - fThreshParams[0] - fThreshParams[1] * p - fThreshParams[2] * TMath::Exp(-fThreshParams[3] * p);
344 return TMath::Max(TMath::Min(threshold, 0.99), 0.2); // truncate the threshold upperwards to 0.999 and lowerwards to 0.2 and exclude unphysical values
bf892a6a 345}
346
809a4336 347
e3fc062d 348//___________________________________________________________________
8c1c76e9 349Bool_t AliHFEpidTRD::InitParamsFromOADB(Int_t run){
e3fc062d 350 //
8c1c76e9 351 // The name of the function says it all
e3fc062d 352 //
8c1c76e9 353 AliHFEOADBThresholdsTRD *thresholds = dynamic_cast<AliHFEOADBThresholdsTRD *>(fOADBThresholds->GetObject(run));
354 if(!thresholds){
355 AliDebug(1, Form("Thresholds for run %d not in the OADB", run));
356 return kFALSE;
357 }
358 return thresholds->GetThresholdParameters(fNTracklets, fElectronEfficiency, fThreshParams);
e3fc062d 359}
360
c2690925 361//___________________________________________________________________
362void AliHFEpidTRD::RenormalizeElPi(const Double_t * const likein, Double_t * const likeout) const {
363 //
364 // Renormalize likelihoods for electrons and pions neglecting the
365 // likelihoods for protons, kaons and muons
366 //
367 memset(likeout, 0, sizeof(Double_t) * AliPID::kSPECIES);
368 Double_t norm = likein[AliPID::kElectron] + likein[AliPID::kPion];
369 if(norm == 0.) norm = 1.; // Safety
370 likeout[AliPID::kElectron] = likein[AliPID::kElectron] / norm;
371 likeout[AliPID::kPion] = likein[AliPID::kPion] / norm;
372}
373
809a4336 374//___________________________________________________________________
8c1c76e9 375Double_t AliHFEpidTRD::GetElectronLikelihood(const AliVTrack *track, AliHFEpidObject::AnalysisType_t anaType) const {
3a72645a 376 //
377 // Get TRD likelihoods for ESD respectively AOD tracks
378 //
379 Double_t pidProbs[AliPID::kSPECIES]; memset(pidProbs, 0, sizeof(Double_t) * AliPID::kSPECIES);
380 if(anaType == AliHFEpidObject::kESDanalysis){
381 const AliESDtrack *esdtrack = dynamic_cast<const AliESDtrack *>(track);
bf892a6a 382 if(esdtrack) esdtrack->GetTRDpid(pidProbs);
3a72645a 383 } else {
7bdde22f 384 if(fTRD2DPID) fkPIDResponse->ComputeTRDProbability(track, AliPID::kSPECIES, pidProbs,AliTRDPIDResponse::kLQ2D);
7a35b7aa 385 else fkPIDResponse->ComputeTRDProbability(track, AliPID::kSPECIES, pidProbs,AliTRDPIDResponse::kLQ1D);
3a72645a 386 }
c2690925 387 if(!IsRenormalizeElPi()) return pidProbs[AliPID::kElectron];
388 Double_t probsNew[AliPID::kSPECIES];
389 RenormalizeElPi(pidProbs, probsNew);
390 return probsNew[AliPID::kElectron];
3a72645a 391}
392
393//___________________________________________________________________
6555e2ad 394Double_t AliHFEpidTRD::GetP(const AliVParticle *track, AliHFEpidObject::AnalysisType_t anaType) const {
3a72645a 395 //
396 // Get the Momentum in the TRD
397 //
398 Double_t p = 0.;
399 if(anaType == AliHFEpidObject::kESDanalysis){
400 const AliESDtrack *esdtrack = dynamic_cast<const AliESDtrack *>(track);
bf892a6a 401 if(esdtrack) p = esdtrack->GetOuterParam() ? esdtrack->GetOuterParam()->P() : esdtrack->P();
3a72645a 402 } else {
403 const AliAODTrack *aodtrack = dynamic_cast<const AliAODTrack *>(track);
bf892a6a 404 if(aodtrack) p = aodtrack->P();
3a72645a 405 }
406 return p;
407}
408
409//___________________________________________________________________
6555e2ad 410Double_t AliHFEpidTRD::GetChargeLayer(const AliVParticle *track, UInt_t layer, AliHFEpidObject::AnalysisType_t anaType) const {
411 //
412 // Get the Charge in a single TRD layer
413 //
414 if(layer >= 6) return 0.;
415 Double_t charge = 0.;
416 if(anaType == AliHFEpidObject::kESDanalysis){
417 const AliESDtrack *esdtrack = dynamic_cast<const AliESDtrack *>(track);
e156c3bb 418 if(esdtrack){
419 // Distinction between old and new reconstruction: in the new reconstruction, the total charge is stored in slice 0, slices 1 to 8 are used for the slices for
420 // the neural network.
421 if(fTotalChargeInSlice0)
422 charge = esdtrack->GetTRDslice(static_cast<UInt_t>(layer), 0);
423 else
424 for(Int_t islice = 0; islice < esdtrack->GetNumberOfTRDslices(); islice++) charge += esdtrack->GetTRDslice(static_cast<UInt_t>(layer), islice);
425 }
6555e2ad 426 } else {
427 const AliAODTrack *aodtrack = dynamic_cast<const AliAODTrack *>(track);
bf892a6a 428 AliAODPid *aoddetpid = aodtrack ? aodtrack->GetDetPid() : NULL;
e156c3bb 429 if(aoddetpid){
430 if(fTotalChargeInSlice0)
6736efd5 431 charge = aoddetpid->GetTRDslices()[layer * aoddetpid->GetTRDnSlices()];
e156c3bb 432 else
6736efd5 433 for(Int_t islice = 0; islice < aoddetpid->GetTRDnSlices(); islice++) charge += aoddetpid->GetTRDslices()[layer * aoddetpid->GetTRDnSlices() + islice];
e156c3bb 434 }
6555e2ad 435 }
436 return charge;
437}
438
439//___________________________________________________________________
8c1c76e9 440void AliHFEpidTRD::GetTRDmomenta(const AliVTrack *track, Double_t *mom) const {
bf892a6a 441 //
442 // Fill Array with momentum information at the TRD tracklet
443 //
8c1c76e9 444 for(Int_t itl = 0; itl < 6; itl++)
445 mom[itl] = track->GetTRDmomentum(itl);
bf892a6a 446}
447
448//___________________________________________________________________
449Double_t AliHFEpidTRD::GetTRDSignalV1(const AliESDtrack *track, Float_t truncation) const {
75d81601 450 //
451 // Calculation of the TRD Signal via truncated mean
452 // Method 1: Take all Slices available
453 // cut out 0s
454 // Order them in increasing order
455 // Cut out the upper third
456 // Calculate mean over the last 2/3 slices
457 //
458 const Int_t kNSlices = 48;
11ff28c5 459 const Int_t kLastSlice = 6; // Slice 7 is taken out from the truncated mean calculation
3ccf8f4c 460 const Double_t kVerySmall = 1e-12;
bf892a6a 461 // Weight the slice to equalize the MPV of the dQ/dl-distribution per slice to the one in the first slice
462 // Pions are used as reference for the equalization
463 const Double_t kWeightSlice[8] = {1., 2.122, 1.8, 1.635, 1.595, 1.614, 1.16, 7.0};
11ff28c5 464 const Double_t kWeightSliceNo0[8] = {1., 1., 1.271, 1.451, 1.531, 1.543, 1.553, 2.163}; // Weighting factors in case slice 0 stores the total charge
465 const Double_t *kWeightFactor = fTotalChargeInSlice0 ? kWeightSliceNo0 : kWeightSlice;
bf892a6a 466 AliDebug(3, Form("Number of Tracklets: %d\n", track->GetTRDntrackletsPID()));
75d81601 467 Double_t trdSlices[kNSlices], tmp[kNSlices];
468 Int_t indices[48];
469 Int_t icnt = 0;
470 for(Int_t idet = 0; idet < 6; idet++)
11ff28c5 471 for(Int_t islice = fTotalChargeInSlice0 ? 1 : 0 ; islice <= kLastSlice; islice++){
75d81601 472 AliDebug(2, Form("Chamber[%d], Slice[%d]: TRDSlice = %f", idet, islice, track->GetTRDslice(idet, islice)));
3ccf8f4c 473 if(TMath::Abs(track->GetTRDslice(idet, islice)) < kVerySmall) continue;;
11ff28c5 474 trdSlices[icnt++] = track->GetTRDslice(idet, islice) * kWeightFactor[islice];
75d81601 475 }
476 AliDebug(1, Form("Number of Slices: %d\n", icnt));
477 if(icnt < 6) return 0.; // We need at least 6 Slices for the truncated mean
478 TMath::Sort(icnt, trdSlices, indices, kFALSE);
479 memcpy(tmp, trdSlices, sizeof(Double_t) * icnt);
480 for(Int_t ien = 0; ien < icnt; ien++)
481 trdSlices[ien] = tmp[indices[ien]];
bf892a6a 482 Double_t trdSignal = TMath::Mean(static_cast<Int_t>(static_cast<Float_t>(icnt) * truncation), trdSlices);
75d81601 483 Double_t mom = track->GetOuterParam() ? track->GetOuterParam()->P() : -1;
e3fc062d 484 AliDebug(3, Form("PID Meth. 1: p[%f], TRDSignal[%f]", mom, trdSignal));
75d81601 485 return trdSignal;
486}
487
488//___________________________________________________________________
bf892a6a 489Double_t AliHFEpidTRD::GetTRDSignalV2(const AliESDtrack *track, Float_t truncation) const {
75d81601 490 //
491 // Calculation of the TRD Signal via truncated mean
492 // Method 2: Take only first 5 slices per chamber
493 // Order them in increasing order
494 // Cut out upper half
495 // Now do mean with the reamining 3 slices per chamber
496 //
bf892a6a 497 const Double_t kWeightSlice[8] = {1., 2.122, 1.8, 1.635, 1.595, 1.614, 1.16, 7.0};
498 const Int_t kLayers = 6;
499 const Int_t kSlicesLow = 6;
500 const Int_t kSlicesHigh = 1;
3ccf8f4c 501 const Double_t kVerySmall = 1e-12;
bf892a6a 502 Double_t trdSlicesLowTime[kLayers*kSlicesLow], trdSlicesRemaining[kLayers*(kSlicesHigh + kSlicesLow)];
503 Int_t indices[kLayers*kSlicesLow];
75d81601 504 Int_t cntLowTime=0, cntRemaining = 0;
505 for(Int_t idet = 0; idet < 6; idet++)
e156c3bb 506 for(Int_t islice = fTotalChargeInSlice0 ? 1 : 0; islice < kSlicesLow+kSlicesHigh; islice++){
3ccf8f4c 507 if(TMath::Abs(track->GetTRDslice(idet, islice)) < kVerySmall) continue;;
bf892a6a 508 if(islice < kSlicesLow){
e3fc062d 509 AliDebug(3, Form("Part 1, Det[%d], Slice[%d], TRDSlice: %f", idet, islice, track->GetTRDslice(idet, islice)));
bf892a6a 510 trdSlicesLowTime[cntLowTime++] = track->GetTRDslice(idet, islice) * kWeightSlice[islice];
75d81601 511 } else{
e3fc062d 512 AliDebug(3, Form("Part 1, Det[%d], Slice[%d], TRDSlice: %f", idet, islice, track->GetTRDslice(idet, islice)));
bf892a6a 513 trdSlicesRemaining[cntRemaining++] = track->GetTRDslice(idet, islice) * kWeightSlice[islice];
75d81601 514 }
515 }
516 if(cntLowTime < 4 || cntRemaining < 2) return 0.; // Min. Number of Slices at high time is 2 (matches with 1 layer), for the truncated mean we need at least 4 Slices
517 TMath::Sort(cntLowTime, trdSlicesLowTime, indices, kFALSE);
518 // Fill the second array with the lower half of the first time bins
bf892a6a 519 for(Int_t ien = 0; ien < static_cast<Int_t>(static_cast<Float_t>(cntLowTime) * truncation); ien++)
75d81601 520 trdSlicesRemaining[cntRemaining++] = trdSlicesLowTime[indices[ien]];
521 Double_t trdSignal = TMath::Mean(cntRemaining, trdSlicesRemaining);
522 Double_t mom = track->GetOuterParam() ? track->GetOuterParam()->P() : -1;
e3fc062d 523 AliDebug(3, Form("PID Meth. 2: p[%f], TRDSignal[%f]", mom, trdSignal));
75d81601 524 return trdSignal;
525}