//-----------------------------------------------------------------
// Implementation of the TRD PID class
-// Very naive one... And the implementation is even poorer...
-// Should be made better by the detector experts...
+// Assigns the electron and pion liklihoods for each ESD track.
+// The function MakePID(AliESD *event) calculates the probability
+// of having dedx and the probability of having timbin at a given
+// momentum (mom) and particle type k (0 for e) and (2 for pi)
+// from the precalculated timbin distributions.
+// Prashant Shukla <shukla@pi0.physi.uni-heidelberg.de>
//-----------------------------------------------------------------
#include "AliTRDpidESD.h"
#include "AliESD.h"
#include "AliESDtrack.h"
+#include "AliTRDcalibDB.h"
+#include "AliTRDCalPIDLQ.h"
ClassImp(AliTRDpidESD)
fRange=param[2]; // PID "range" (in sigmas)
}
-Double_t AliTRDpidESD::Bethe(Double_t bg) {
+Double_t AliTRDpidESD::Bethe(Double_t bg)
+{
//
- // This is the Bethe-Bloch function normalised to 1 at the minimum
+ // Parametrization of the Bethe-Bloch-curve
+ // The parametrization is the same as for the TPC and is taken from Lehrhaus.
//
- Double_t bg2=bg*bg;
- Double_t bethe;
- if (bg<3.5e1)
- bethe=(1.+ bg2)/bg2*(log(5940*bg2) - bg2/(1.+ bg2));
- else // Density effect ( approximately :)
- bethe=(1.+ bg2)/bg2*(log(3.5*5940*bg) - bg2/(1.+ bg2));
- return bethe/11.091;
+
+ // This parameters have been adjusted to averaged values from GEANT
+ const Double_t kP1 = 7.17960e-02;
+ const Double_t kP2 = 8.54196;
+ const Double_t kP3 = 1.38065e-06;
+ const Double_t kP4 = 5.30972;
+ const Double_t kP5 = 2.83798;
+
+ // This parameters have been adjusted to Xe-data found in:
+ // Allison & Cobb, Ann. Rev. Nucl. Sci. (1980), 30, 253
+ //const Double_t kP1 = 0.76176E-1;
+ //const Double_t kP2 = 10.632;
+ //const Double_t kP3 = 3.17983E-6;
+ //const Double_t kP4 = 1.8631;
+ //const Double_t kP5 = 1.9479;
+
+ // Lower cutoff of the Bethe-Bloch-curve to limit step sizes
+ const Double_t kBgMin = 0.8;
+ const Double_t kBBMax = 6.83298;
+ //const Double_t kBgMin = 0.6;
+ //const Double_t kBBMax = 17.2809;
+ //const Double_t kBgMin = 0.4;
+ //const Double_t kBBMax = 82.0;
+
+ if (bg > kBgMin) {
+ Double_t yy = bg / TMath::Sqrt(1. + bg*bg);
+ Double_t aa = TMath::Power(yy,kP4);
+ Double_t bb = TMath::Power((1./bg),kP5);
+ bb = TMath::Log(kP3 + bb);
+ return ((kP2 - aa - bb)*kP1 / aa);
+ }
+ else {
+ return kBBMax;
+ }
+
}
//_________________________________________________________________________
//
// This function calculates the "detector response" PID probabilities
//
- static const Double_t masses[]={
- 0.000511, 0.105658, 0.139570, 0.493677, 0.938272, 1.875613
- };
+
+ AliTRDcalibDB* calibration = AliTRDcalibDB::Instance();
+ if (!calibration)
+ return -1;
+
+ // The class AliTRDCalPIDLQ contains precalculated prob dis.
+ const AliTRDCalPIDLQ *pd = calibration->GetPIDLQObject();
+ if (!pd) return -1;
+
+ // Example to get mean for particle 2 (pi) and momentum number 4 (2 GeV)
+ // printf("%.2f \n", pd->GetMean(2, 4));
+ // Example of use of Copy Constructor
+ // AliTRDCalPIDLQ *pd1 = new AliTRDCalPIDLQ(*pd);
+
Int_t ntrk=event->GetNumberOfTracks();
for (Int_t i=0; i<ntrk; i++) {
AliESDtrack *t=event->GetTrack(i);
if ((t->GetStatus()&AliESDtrack::kTRDin)==0)
- if ((t->GetStatus()&AliESDtrack::kTRDout)==0)
- if ((t->GetStatus()&AliESDtrack::kTRDrefit)==0) continue;
- Int_t ns=AliESDtrack::kSPECIES;
+ if ((t->GetStatus()&AliESDtrack::kTRDout)==0)
+ if ((t->GetStatus()&AliESDtrack::kTRDrefit)==0) continue;
+ if(t->GetTRDsignal()==0) continue;
+ // Int_t ns=AliESDtrack::kSPECIES;
+ Int_t ns=AliPID::kSPECIES;
Double_t p[10];
+ Double_t mom=t->GetP();
+ Double_t probTotal=0.0;
+ for (Int_t j=0; j<ns; j++) {
+ p[j]=1.;
+ for (Int_t ilayer=0; ilayer <6; ilayer++) {
+ Double_t dedx=t->GetTRDsignals(ilayer);
+ Int_t timbin=t->GetTRDTimBin(ilayer);
+ p[j]*= pd->GetProbability(j,mom,dedx);
+ p[j]*= pd->GetProbabilityT(j,mom,timbin);
+ p[j]*= 100;
+ } // loop over layers
+ probTotal+=p[j];
+ } //loop over particle species
+ // printf(" %f %d %f %f %f \n", mom, timbin, p[0], p[1], p[2]);
for (Int_t j=0; j<ns; j++) {
- Double_t mass=masses[j];
- Double_t mom=t->GetP();
- Double_t dedx=t->GetTRDsignal()/fMIP;
- Double_t bethe=Bethe(mom/mass);
- Double_t sigma=fRes*bethe;
- if (TMath::Abs(dedx-bethe) > fRange*sigma) {
- p[j]=TMath::Exp(-0.5*fRange*fRange)/sigma;
- continue;
- }
- p[j]=TMath::Exp(-0.5*(dedx-bethe)*(dedx-bethe)/(sigma*sigma))/sigma;
- }
+ if(probTotal) p[j]/= probTotal;
+ else p[j]=1.0;
+ // p[j]=1.;
+ } //loop over particle species
t->SetTRDpid(p);
- }
+ } //loop over tracks
return 0;
}