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ffb1ee30 | 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 | **************************************************************************/ | |
15 | // | |
16 | // PID Response class for the TRD detector | |
17 | // Based on 1D Likelihood approach | |
18 | // Calculation of probabilities using Bayesian approach | |
19 | // Attention: This method is only used to separate electrons from pions | |
20 | // | |
21 | // Authors: | |
22 | // Markus Fasel <M.Fasel@gsi.de> | |
23 | // Anton Andronic <A.Andronic@gsi.de> | |
24 | // | |
ffb1ee30 | 25 | #include <TAxis.h> |
ea235c90 | 26 | #include <TClass.h> |
27 | #include <TDirectory.h> | |
ffb1ee30 | 28 | #include <TFile.h> |
29 | #include <TH1.h> | |
ce5d6908 | 30 | #include <TKey.h> |
ea235c90 | 31 | #include <TMath.h> |
ffb1ee30 | 32 | #include <TObjArray.h> |
ce5d6908 | 33 | #include <TROOT.h> |
ea235c90 | 34 | #include <TString.h> |
ffb1ee30 | 35 | #include <TSystem.h> |
36 | ||
37 | #include "AliLog.h" | |
5cd0300d | 38 | |
39 | #include "AliVTrack.h" | |
ffb1ee30 | 40 | |
db0e2c5f | 41 | #include "AliTRDPIDResponseObject.h" |
ffb1ee30 | 42 | #include "AliTRDPIDResponse.h" |
239fe91c | 43 | //#include "AliTRDTKDInterpolator.h" |
44 | #include "AliTRDNDFast.h" | |
9c499471 | 45 | #include "AliTRDdEdxParams.h" |
ffb1ee30 | 46 | |
47 | ClassImp(AliTRDPIDResponse) | |
48 | ||
ffb1ee30 | 49 | //____________________________________________________________ |
e0de37e9 | 50 | AliTRDPIDResponse::AliTRDPIDResponse(): |
51 | TObject() | |
db0e2c5f | 52 | ,fkPIDResponseObject(NULL) |
9c499471 | 53 | ,fkTRDdEdxParams(NULL) |
e0de37e9 | 54 | ,fGainNormalisationFactor(1.) |
ffb1ee30 | 55 | { |
e0de37e9 | 56 | // |
57 | // Default constructor | |
58 | // | |
ffb1ee30 | 59 | } |
60 | ||
61 | //____________________________________________________________ | |
62 | AliTRDPIDResponse::AliTRDPIDResponse(const AliTRDPIDResponse &ref): | |
e0de37e9 | 63 | TObject(ref) |
db0e2c5f | 64 | ,fkPIDResponseObject(NULL) |
9c499471 | 65 | ,fkTRDdEdxParams(NULL) |
e0de37e9 | 66 | ,fGainNormalisationFactor(ref.fGainNormalisationFactor) |
ffb1ee30 | 67 | { |
e0de37e9 | 68 | // |
69 | // Copy constructor | |
e0de37e9 | 70 | // |
ffb1ee30 | 71 | } |
72 | ||
73 | //____________________________________________________________ | |
74 | AliTRDPIDResponse &AliTRDPIDResponse::operator=(const AliTRDPIDResponse &ref){ | |
e0de37e9 | 75 | // |
76 | // Assignment operator | |
e0de37e9 | 77 | // |
78 | if(this == &ref) return *this; | |
79 | ||
80 | // Make copy | |
81 | TObject::operator=(ref); | |
51a0ce25 | 82 | fGainNormalisationFactor = ref.fGainNormalisationFactor; |
db0e2c5f | 83 | fkPIDResponseObject = ref.fkPIDResponseObject; |
9c499471 | 84 | fkTRDdEdxParams = ref.fkTRDdEdxParams; |
85 | ||
e0de37e9 | 86 | return *this; |
ffb1ee30 | 87 | } |
88 | ||
89 | //____________________________________________________________ | |
90 | AliTRDPIDResponse::~AliTRDPIDResponse(){ | |
e0de37e9 | 91 | // |
92 | // Destructor | |
93 | // | |
9c499471 | 94 | if(IsOwner()) { |
95 | delete fkPIDResponseObject; | |
96 | delete fkTRDdEdxParams; | |
97 | } | |
ffb1ee30 | 98 | } |
99 | ||
100 | //____________________________________________________________ | |
db0e2c5f | 101 | Bool_t AliTRDPIDResponse::Load(const Char_t * filename){ |
e0de37e9 | 102 | // |
103 | // Load References into the toolkit | |
104 | // | |
105 | AliDebug(1, "Loading reference histos from root file"); | |
2ad33025 | 106 | TDirectory *owd = gDirectory;// store old working directory |
e0de37e9 | 107 | |
108 | if(!filename) | |
109 | filename = Form("%s/STEER/LQ1dRef_v1.root",gSystem->ExpandPathName("$ALICE_ROOT")); | |
110 | TFile *in = TFile::Open(filename); | |
111 | if(!in){ | |
112 | AliError("Ref file not available."); | |
113 | return kFALSE; | |
114 | } | |
115 | ||
116 | gROOT->cd(); | |
db0e2c5f | 117 | fkPIDResponseObject = dynamic_cast<const AliTRDPIDResponseObject *>(in->Get("TRDPIDResponse")->Clone()); |
51a0ce25 | 118 | in->Close(); delete in; |
e0de37e9 | 119 | owd->cd(); |
e0de37e9 | 120 | SetBit(kIsOwner, kTRUE); |
db0e2c5f | 121 | AliDebug(2, Form("Successfully loaded References for %d Momentum bins", fkPIDResponseObject->GetNumberOfMomentumBins())); |
e0de37e9 | 122 | return kTRUE; |
ffb1ee30 | 123 | } |
124 | ||
5cd0300d | 125 | |
126 | ||
127 | //____________________________________________________________ | |
128 | Double_t AliTRDPIDResponse::GetNumberOfSigmas(const AliVTrack *track, AliPID::EParticleType type) const | |
129 | { | |
130 | // | |
131 | //calculate the TRD nSigma | |
132 | // | |
133 | ||
134 | const Double_t badval = -9999; | |
135 | Double_t info[5]; for(int i=0; i<5; i++){info[i]=badval;} | |
136 | ||
137 | const Double_t delta = GetSignalDelta(track, type, kFALSE, info); | |
138 | ||
139 | const Double_t mean = info[0]; | |
140 | const Double_t res = info[1]; | |
141 | if(res<0){ | |
142 | return badval; | |
143 | } | |
144 | ||
145 | const Double_t sigma = mean*res; | |
bebe75fc | 146 | const Double_t eps = 1e-12; |
147 | return delta/(sigma + eps); | |
5cd0300d | 148 | } |
149 | ||
150 | //____________________________________________________________ | |
151 | Double_t AliTRDPIDResponse::GetSignalDelta( const AliVTrack* track, AliPID::EParticleType type, Bool_t ratio/*=kFALSE*/, Double_t *info/*=0x0*/) const | |
152 | { | |
153 | // | |
154 | //calculate the TRD signal difference w.r.t. the expected | |
155 | //output other information in info[] | |
156 | // | |
157 | ||
9c499471 | 158 | const Double_t badval = -9999; |
f8a569cc | 159 | |
160 | if(!track){ | |
161 | return badval; | |
162 | } | |
163 | ||
5cd0300d | 164 | Double_t pTRD = -999; |
165 | for(Int_t ich=0; ich<6; ich++){ | |
166 | pTRD = track->GetTRDmomentum(ich); | |
167 | if(pTRD>0) | |
168 | break; | |
169 | } | |
170 | if(pTRD<0){ | |
171 | return badval; | |
172 | } | |
173 | ||
9c499471 | 174 | if(!fkTRDdEdxParams){ |
2ddf4abb | 175 | AliError("fkTRDdEdxParams null"); |
9c499471 | 176 | return -99999; |
177 | } | |
178 | ||
a8da1749 | 179 | const Double_t nch = track->GetTRDNchamberdEdx(); |
180 | const Double_t ncls = track->GetTRDNclusterdEdx(); | |
181 | ||
182 | const TVectorF meanvec = fkTRDdEdxParams->GetMeanParameter(type, nch, ncls); | |
183 | if(meanvec.GetNrows()==0){ | |
184 | return badval; | |
185 | } | |
186 | ||
187 | const TVectorF resvec = fkTRDdEdxParams->GetSigmaParameter(type, nch, ncls); | |
188 | if(resvec.GetNrows()==0){ | |
189 | return badval; | |
190 | } | |
191 | ||
192 | const Float_t *meanpar = meanvec.GetMatrixArray(); | |
193 | const Float_t *respar = resvec.GetMatrixArray(); | |
9c499471 | 194 | |
195 | //============================================================================================<<<<<<<<<<<<< | |
196 | ||
5cd0300d | 197 | const Double_t bg = pTRD/AliPID::ParticleMass(type); |
9c499471 | 198 | const Double_t expsig = MeandEdxTR(&bg, meanpar); |
5cd0300d | 199 | |
200 | if(info){ | |
201 | info[0]= expsig; | |
9c499471 | 202 | info[1]= ResolutiondEdxTR(&ncls, respar); |
5cd0300d | 203 | } |
204 | ||
bebe75fc | 205 | const Double_t eps = 1e-10; |
206 | ||
5cd0300d | 207 | if(ratio){ |
bebe75fc | 208 | return track->GetTRDsignal()/(expsig + eps); |
5cd0300d | 209 | } |
210 | else{ | |
211 | return track->GetTRDsignal() - expsig; | |
212 | } | |
213 | } | |
214 | ||
215 | ||
2ddf4abb | 216 | Double_t AliTRDPIDResponse::ResolutiondEdxTR(const Double_t * xx, const Float_t * par) |
5cd0300d | 217 | { |
218 | // | |
219 | //resolution | |
220 | //npar=3 | |
221 | // | |
222 | ||
223 | const Double_t ncls = xx[0]; | |
224 | ||
225 | return par[0]+par[1]*TMath::Power(ncls, par[2]); | |
226 | } | |
227 | ||
2ddf4abb | 228 | Double_t AliTRDPIDResponse::MeandEdxTR(const Double_t * xx, const Float_t * pin) |
5cd0300d | 229 | { |
230 | // | |
231 | //ALEPH+LOGISTIC parametrization for dEdx+TR, in unit of MIP | |
232 | //npar = 8 = 3+5 | |
233 | // | |
234 | ||
2ddf4abb | 235 | Float_t ptr[4]={0}; |
5cd0300d | 236 | for(int ii=0; ii<3; ii++){ |
237 | ptr[ii+1]=pin[ii]; | |
238 | } | |
239 | return MeanTR(xx,ptr) + MeandEdx(xx,&(pin[3])); | |
240 | } | |
241 | ||
2ddf4abb | 242 | Double_t AliTRDPIDResponse::MeanTR(const Double_t * xx, const Float_t * par) |
5cd0300d | 243 | { |
244 | // | |
245 | //LOGISTIC parametrization for TR, in unit of MIP | |
246 | //npar = 4 | |
247 | // | |
248 | ||
249 | const Double_t bg = xx[0]; | |
250 | const Double_t gamma = sqrt(1+bg*bg); | |
251 | ||
252 | const Double_t p0 = TMath::Abs(par[1]); | |
253 | const Double_t p1 = TMath::Abs(par[2]); | |
254 | const Double_t p2 = TMath::Abs(par[3]); | |
255 | ||
256 | const Double_t zz = TMath::Log(gamma); | |
257 | const Double_t tryield = p0/( 1 + TMath::Exp(-p1*(zz-p2)) ); | |
258 | ||
259 | return par[0]+tryield; | |
260 | } | |
261 | ||
2ddf4abb | 262 | Double_t AliTRDPIDResponse::MeandEdx(const Double_t * xx, const Float_t * par) |
5cd0300d | 263 | { |
264 | // | |
265 | //ALEPH parametrization for dEdx | |
266 | //npar = 5 | |
267 | // | |
268 | ||
269 | const Double_t bg = xx[0]; | |
270 | const Double_t beta = bg/TMath::Sqrt(1.+ bg*bg); | |
271 | ||
272 | const Double_t p0 = TMath::Abs(par[0]); | |
273 | const Double_t p1 = TMath::Abs(par[1]); | |
274 | ||
275 | const Double_t p2 = TMath::Abs(par[2]); | |
276 | ||
277 | const Double_t p3 = TMath::Abs(par[3]); | |
278 | const Double_t p4 = TMath::Abs(par[4]); | |
279 | ||
280 | const Double_t aa = TMath::Power(beta, p3); | |
281 | ||
282 | const Double_t bb = TMath::Log( p2 + TMath::Power(1./bg, p4) ); | |
283 | ||
284 | return (p1-aa-bb)*p0/aa; | |
285 | ||
286 | } | |
287 | ||
288 | ||
ffb1ee30 | 289 | //____________________________________________________________ |
239fe91c | 290 | Int_t AliTRDPIDResponse::GetResponse(Int_t n, const Double_t * const dedx, const Float_t * const p, Double_t prob[AliPID::kSPECIES],ETRDPIDMethod PIDmethod,Bool_t kNorm) const |
ffb1ee30 | 291 | { |
e0de37e9 | 292 | // |
293 | // Calculate TRD likelihood values for the track based on dedx and | |
294 | // momentum values. The likelihoods are calculated by query the | |
295 | // reference data depending on the PID method selected | |
296 | // | |
297 | // Input parameter : | |
298 | // n - number of dedx slices/chamber | |
299 | // dedx - array of dedx slices organized layer wise | |
300 | // p - array of momentum measurements organized layer wise | |
301 | // | |
302 | // Return parameters | |
303 | // prob - probabilities allocated by TRD for particle specis | |
304 | // kNorm - switch to normalize probabilities to 1. By default true. If false return not normalized prob. | |
305 | // | |
306 | // Return value | |
239fe91c | 307 | // number of tracklets used for PID, 0 if no PID |
bd58d4b9 | 308 | // |
309 | AliDebug(3,Form(" Response for PID method: %d",PIDmethod)); | |
310 | ||
ffb1ee30 | 311 | |
db0e2c5f | 312 | if(!fkPIDResponseObject){ |
31746593 | 313 | AliDebug(3,"Missing reference data. PID calculation not possible."); |
239fe91c | 314 | return 0; |
db0e2c5f | 315 | } |
ffb1ee30 | 316 | |
db0e2c5f | 317 | for(Int_t is(AliPID::kSPECIES); is--;) prob[is]=.2; |
318 | Double_t prLayer[AliPID::kSPECIES]; | |
319 | Double_t dE[10], s(0.); | |
239fe91c | 320 | Int_t ntrackletsPID=0; |
db0e2c5f | 321 | for(Int_t il(kNlayer); il--;){ |
322 | memset(prLayer, 0, AliPID::kSPECIES*sizeof(Double_t)); | |
bd58d4b9 | 323 | if(!CookdEdx(n, &dedx[il*n], &dE[0],PIDmethod)) continue; |
239fe91c | 324 | s=0.; |
db0e2c5f | 325 | Bool_t filled=kTRUE; |
326 | for(Int_t is(AliPID::kSPECIES); is--;){ | |
239fe91c | 327 | //if((PIDmethod==kLQ2D)&&(!(is==0||is==2)))continue; |
bd58d4b9 | 328 | if((dE[0] > 0.) && (p[il] > 0.)) prLayer[is] = GetProbabilitySingleLayer(is, p[il], &dE[0],PIDmethod); |
f2762b1c | 329 | AliDebug(3, Form("Probability for Species %d in Layer %d: %e", is, il, prLayer[is])); |
db0e2c5f | 330 | if(prLayer[is]<1.e-30){ |
331 | AliDebug(2, Form("Null for species %d species prob layer[%d].",is,il)); | |
332 | filled=kFALSE; | |
333 | break; | |
334 | } | |
335 | s+=prLayer[is]; | |
336 | } | |
337 | if(!filled){ | |
338 | continue; | |
339 | } | |
340 | if(s<1.e-30){ | |
341 | AliDebug(2, Form("Null all species prob layer[%d].", il)); | |
342 | continue; | |
343 | } | |
344 | for(Int_t is(AliPID::kSPECIES); is--;){ | |
345 | if(kNorm) prLayer[is] /= s; | |
346 | prob[is] *= prLayer[is]; | |
347 | } | |
239fe91c | 348 | ntrackletsPID++; |
e0de37e9 | 349 | } |
239fe91c | 350 | if(!kNorm) return ntrackletsPID; |
db0e2c5f | 351 | |
352 | s=0.; | |
353 | for(Int_t is(AliPID::kSPECIES); is--;) s+=prob[is]; | |
e0de37e9 | 354 | if(s<1.e-30){ |
db0e2c5f | 355 | AliDebug(2, "Null total prob."); |
239fe91c | 356 | return 0; |
e0de37e9 | 357 | } |
db0e2c5f | 358 | for(Int_t is(AliPID::kSPECIES); is--;) prob[is]/=s; |
239fe91c | 359 | return ntrackletsPID; |
ffb1ee30 | 360 | } |
361 | ||
ffb1ee30 | 362 | //____________________________________________________________ |
bd58d4b9 | 363 | Double_t AliTRDPIDResponse::GetProbabilitySingleLayer(Int_t species, Double_t plocal, Double_t *dEdx,ETRDPIDMethod PIDmethod) const { |
e0de37e9 | 364 | // |
365 | // Get the non-normalized probability for a certain particle species as coming | |
366 | // from the reference histogram | |
367 | // Interpolation between momentum bins | |
368 | // | |
369 | AliDebug(1, Form("Make Probability for Species %d with Momentum %f", species, plocal)); | |
db0e2c5f | 370 | |
51a0ce25 | 371 | Double_t probLayer = 0.; |
239fe91c | 372 | |
db0e2c5f | 373 | Float_t pLower, pUpper; |
374 | ||
239fe91c | 375 | AliTRDNDFast *refUpper = dynamic_cast<AliTRDNDFast *>(fkPIDResponseObject->GetUpperReference((AliPID::EParticleType)species, plocal, pUpper,PIDmethod)), |
376 | *refLower = dynamic_cast<AliTRDNDFast *>(fkPIDResponseObject->GetLowerReference((AliPID::EParticleType)species, plocal, pLower,PIDmethod)); | |
377 | ||
378 | // Do Interpolation exept for underflow and overflow | |
379 | if(refLower && refUpper){ | |
380 | Double_t probLower = refLower->Eval(dEdx); | |
381 | Double_t probUpper = refUpper->Eval(dEdx); | |
382 | ||
383 | probLayer = probLower + (probUpper - probLower)/(pUpper-pLower) * (plocal - pLower); | |
384 | } else if(refLower){ | |
385 | // underflow | |
386 | probLayer = refLower->Eval(dEdx); | |
387 | } else if(refUpper){ | |
388 | // overflow | |
389 | probLayer = refUpper->Eval(dEdx); | |
390 | } else { | |
391 | AliError("No references available"); | |
392 | } | |
393 | AliDebug(1, Form("Eval 1D dEdx %f Probability %e", dEdx[0],probLayer)); | |
394 | ||
395 | return probLayer; | |
396 | ||
397 | /* old implementation | |
398 | ||
399 | switch(PIDmethod){ | |
400 | case kNN: // NN | |
db0e2c5f | 401 | break; |
402 | case kLQ2D: // 2D LQ | |
403 | { | |
f2762b1c | 404 | if(species==0||species==2){ // references only for electrons and pions |
2285168d | 405 | Double_t error = 0.; |
f2762b1c | 406 | Double_t point[kNslicesLQ2D]; |
407 | for(Int_t idim=0;idim<kNslicesLQ2D;idim++){point[idim]=dEdx[idim];} | |
db0e2c5f | 408 | |
239fe91c | 409 | AliTRDTKDInterpolator *refUpper = dynamic_cast<AliTRDTKDInterpolator *>(fkPIDResponseObject->GetUpperReference((AliPID::EParticleType)species, plocal, pUpper,kLQ2D)), |
410 | *refLower = dynamic_cast<AliTRDTKDInterpolator *>(fkPIDResponseObject->GetLowerReference((AliPID::EParticleType)species, plocal, pLower,kLQ2D)); | |
411 | // Do Interpolation exept for underflow and overflow | |
412 | if(refLower && refUpper){ | |
413 | Double_t probLower=0,probUpper=0; | |
414 | refLower->Eval(point,probLower,error); | |
415 | refUpper->Eval(point,probUpper,error); | |
416 | probLayer = probLower + (probUpper - probLower)/(pUpper-pLower) * (plocal - pLower); | |
417 | } else if(refLower){ | |
418 | // underflow | |
f2762b1c | 419 | refLower->Eval(point,probLayer,error); |
239fe91c | 420 | } else if(refUpper){ |
421 | // overflow | |
422 | refUpper->Eval(point,probLayer,error); | |
423 | } else { | |
f2762b1c | 424 | AliError("No references available"); |
425 | } | |
426 | AliDebug(2,Form("Eval 2D Q0 %f Q1 %f P %e Err %e",point[0],point[1],probLayer,error)); | |
db0e2c5f | 427 | } |
428 | } | |
429 | break; | |
430 | case kLQ1D: // 1D LQ | |
431 | { | |
432 | TH1 *refUpper = dynamic_cast<TH1 *>(fkPIDResponseObject->GetUpperReference((AliPID::EParticleType)species, plocal, pUpper,kLQ1D)), | |
433 | *refLower = dynamic_cast<TH1 *>(fkPIDResponseObject->GetLowerReference((AliPID::EParticleType)species, plocal, pLower,kLQ1D)); | |
434 | // Do Interpolation exept for underflow and overflow | |
435 | if(refLower && refUpper){ | |
436 | Double_t probLower = refLower->GetBinContent(refLower->GetXaxis()->FindBin(dEdx[0])); | |
437 | Double_t probUpper = refUpper->GetBinContent(refUpper->GetXaxis()->FindBin(dEdx[0])); | |
438 | ||
439 | probLayer = probLower + (probUpper - probLower)/(pUpper-pLower) * (plocal - pLower); | |
440 | } else if(refLower){ | |
441 | // underflow | |
442 | probLayer = refLower->GetBinContent(refLower->GetXaxis()->FindBin(dEdx[0])); | |
443 | } else if(refUpper){ | |
444 | // overflow | |
445 | probLayer = refUpper->GetBinContent(refUpper->GetXaxis()->FindBin(dEdx[0])); | |
446 | } else { | |
447 | AliError("No references available"); | |
448 | } | |
f2762b1c | 449 | AliDebug(1, Form("Eval 1D dEdx %f Probability %e", dEdx[0],probLayer)); |
db0e2c5f | 450 | } |
451 | break; | |
452 | default: | |
453 | break; | |
239fe91c | 454 | } |
455 | return probLayer; | |
456 | */ | |
457 | ||
ffb1ee30 | 458 | } |
459 | ||
460 | //____________________________________________________________ | |
461 | void AliTRDPIDResponse::SetOwner(){ | |
e0de37e9 | 462 | // |
463 | // Make Deep Copy of the Reference Histograms | |
464 | // | |
db0e2c5f | 465 | if(!fkPIDResponseObject || IsOwner()) return; |
466 | const AliTRDPIDResponseObject *tmp = fkPIDResponseObject; | |
467 | fkPIDResponseObject = dynamic_cast<const AliTRDPIDResponseObject *>(tmp->Clone()); | |
468 | SetBit(kIsOwner, kTRUE); | |
ffb1ee30 | 469 | } |
470 | ||
471 | //____________________________________________________________ | |
bd58d4b9 | 472 | Bool_t AliTRDPIDResponse::CookdEdx(Int_t nSlice, const Double_t * const in, Double_t *out,ETRDPIDMethod PIDmethod) const |
ffb1ee30 | 473 | { |
f2762b1c | 474 | // |
475 | // Recalculate dE/dx | |
476 | // | |
bd58d4b9 | 477 | switch(PIDmethod){ |
e0de37e9 | 478 | case kNN: // NN |
db0e2c5f | 479 | break; |
480 | case kLQ2D: // 2D LQ | |
481 | out[0]=0; | |
482 | out[1]=0; | |
483 | for(Int_t islice = 0; islice < nSlice; islice++){ | |
239fe91c | 484 | if(in[islice]<=0){out[0]=0;out[1]=0;return kFALSE;} // Require that all slices are filled |
db0e2c5f | 485 | if(islice<fkPIDResponseObject->GetNSlicesQ0())out[0]+= in[islice]; |
486 | else out[1]+= in[islice]; | |
487 | } | |
239fe91c | 488 | // normalize signal to number of slices |
489 | out[0]*=1./Double_t(fkPIDResponseObject->GetNSlicesQ0()); | |
490 | out[1]*=1./Double_t(nSlice-fkPIDResponseObject->GetNSlicesQ0()); | |
f2762b1c | 491 | if(out[0] < 1e-6) return kFALSE; |
492 | AliDebug(3,Form("CookdEdx Q0 %f Q1 %f",out[0],out[1])); | |
db0e2c5f | 493 | break; |
494 | case kLQ1D: // 1D LQ | |
495 | out[0]= 0.; | |
496 | for(Int_t islice = 0; islice < nSlice; islice++) | |
497 | if(in[islice] > 0) out[0] += in[islice] * fGainNormalisationFactor; // Protect against negative values for slices having no dE/dx information | |
239fe91c | 498 | out[0]*=1./Double_t(nSlice); |
db0e2c5f | 499 | if(out[0] < 1e-6) return kFALSE; |
f2762b1c | 500 | AliDebug(3,Form("CookdEdx dEdx %f",out[0])); |
db0e2c5f | 501 | break; |
502 | ||
e0de37e9 | 503 | default: |
db0e2c5f | 504 | return kFALSE; |
e0de37e9 | 505 | } |
506 | return kTRUE; | |
ffb1ee30 | 507 | } |
508 | ||
ea235c90 | 509 | //____________________________________________________________ |
bd58d4b9 | 510 | Bool_t AliTRDPIDResponse::IdentifiedAsElectron(Int_t nTracklets, const Double_t *like, Double_t p, Double_t level,Double_t centrality,ETRDPIDMethod PIDmethod) const { |
db0e2c5f | 511 | // |
512 | // Check whether particle is identified as electron assuming a certain electron efficiency level | |
513 | // Only electron and pion hypothesis is taken into account | |
514 | // | |
515 | // Inputs: | |
516 | // Number of tracklets | |
517 | // Likelihood values | |
518 | // Momentum | |
519 | // Electron efficiency level | |
520 | // | |
521 | // If the function fails when the params are not accessible, the function returns true | |
522 | // | |
523 | if(!fkPIDResponseObject){ | |
31746593 | 524 | AliDebug(3,"No PID Param object available"); |
ea235c90 | 525 | return kTRUE; |
526 | } | |
527 | Double_t probEle = like[AliPID::kElectron]/(like[AliPID::kElectron] + like[AliPID::kPion]); | |
ce487a7f | 528 | Double_t params[4]; |
bd58d4b9 | 529 | if(!fkPIDResponseObject->GetThresholdParameters(nTracklets, level, params,centrality,PIDmethod)){ |
ea235c90 | 530 | AliError("No Params found for the given configuration"); |
531 | return kTRUE; | |
532 | } | |
ce487a7f | 533 | Double_t threshold = 1. - params[0] - params[1] * p - params[2] * TMath::Exp(-params[3] * p); |
ea235c90 | 534 | if(probEle > TMath::Max(TMath::Min(threshold, 0.99), 0.2)) return kTRUE; // truncate the threshold upperwards to 0.999 and lowerwards to 0.2 and exclude unphysical values |
535 | return kFALSE; | |
536 | } | |
537 | ||
f2762b1c | 538 | //____________________________________________________________ |
539 | Bool_t AliTRDPIDResponse::SetPIDResponseObject(const AliTRDPIDResponseObject * obj){ | |
540 | ||
541 | fkPIDResponseObject = obj; | |
542 | if((AliLog::GetDebugLevel("",IsA()->GetName()))>0)fkPIDResponseObject->Print(""); | |
543 | return kTRUE; | |
544 | } | |
9c499471 | 545 | |
546 | ||
547 | //____________________________________________________________ | |
548 | Bool_t AliTRDPIDResponse::SetdEdxParams(const AliTRDdEdxParams * par) | |
549 | { | |
550 | fkTRDdEdxParams = par; | |
551 | return kTRUE; | |
552 | } |