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d3da6dc4 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#include "AliHMPIDCluster.h" //class header
17#include <TMinuit.h> //Solve()
18#include <TClonesArray.h> //Solve()
d1bf51e1 19#include <TMarker.h> //Draw()
d3da6dc4 20ClassImp(AliHMPIDCluster)
21//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
22void AliHMPIDCluster::CoG()
23{
24// Calculates naive cluster position as a center of gravity of its digits.
25// Arguments: none
d1bf51e1 26// Returns: none
e4a3eae8 27 Int_t minPadX=999,minPadY=999,maxPadX=-1,maxPadY=-1; //for box finding
28 if(fDigs==0) return; //no digits in this cluster
29 fX=fY=fQRaw=0; //init summable parameters
30 Int_t maxQpad=-1,maxQ=-1; //to calculate the pad with the highest charge
d1bf51e1 31 AliHMPIDDigit *pDig;
e4a3eae8 32 for(Int_t iDig=0;iDig<fDigs->GetEntriesFast();iDig++){ //digits loop
33 pDig=(AliHMPIDDigit*)fDigs->At(iDig); //get pointer to next digit
34
35 if(pDig->PadPcX() > maxPadX) maxPadX = pDig->PadPcX(); // find the minimum box that contain the cluster MaxX
36 if(pDig->PadPcY() > maxPadY) maxPadY = pDig->PadPcY(); // MaxY
37 if(pDig->PadPcX() < minPadX) minPadX = pDig->PadPcX(); // MinX
38 if(pDig->PadPcY() < minPadY) minPadY = pDig->PadPcY(); // MinY
39
40 Float_t q=pDig->Q(); //get QDC
41 fX += pDig->LorsX()*q;fY +=pDig->LorsY()*q; //add digit center weighted by QDC
42 fQRaw+=q; //increment total charge
43 if(q>maxQ) {maxQpad = pDig->Pad();maxQ=(Int_t)q;} // to find pad with highest charge
d3da6dc4 44 }//digits loop
e4a3eae8 45
46 fBox=(maxPadX-minPadX+1)*100+maxPadY-minPadY+1; // dimension of the box: format Xdim*100+Ydim
47
48 if ( fQRaw != 0 ) fX/=fQRaw;fY/=fQRaw; //final center of gravity
d3da6dc4 49
d1bf51e1 50
e4a3eae8 51 CorrSin(); //correct it by sinoid
52
53 fQ = fQRaw; // Before starting fit procedure, Q and QRaw must be equal
54 fCh=pDig->Ch(); //initialize chamber number
55 fMaxQpad = maxQpad; fMaxQ=maxQ; //store max charge pad to the field
56 fChi2=0; // no Chi2 to find
57 fNlocMax=0; // no maxima to find
d3da6dc4 58 fSt=kCoG;
59}//CoG()
60//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
61void AliHMPIDCluster::CorrSin()
62{
63// Correction of cluster x position due to sinoid, see HMPID TDR page 30
64// Arguments: none
65// Returns: none
1d4857c5 66 Int_t pc,px,py;
67 AliHMPIDDigit::Lors2Pad(fX,fY,pc,px,py); //tmp digit to get it center
68 Float_t x=fX-AliHMPIDDigit::LorsX(pc,px); //diff between cluster x and center of the pad contaning this cluster
d3da6dc4 69 fX+=3.31267e-2*TMath::Sin(2*TMath::Pi()/0.8*x)-2.66575e-3*TMath::Sin(4*TMath::Pi()/0.8*x)+2.80553e-3*TMath::Sin(6*TMath::Pi()/0.8*x)+0.0070;
70}
71//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
d1bf51e1 72void AliHMPIDCluster::Draw(Option_t*)
73{
74 TMarker *pMark=new TMarker(X(),Y(),5); pMark->SetMarkerColor(kBlue); pMark->Draw();
75}
76//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
d3da6dc4 77void AliHMPIDCluster::FitFunc(Int_t &iNpars, Double_t *, Double_t &chi2, Double_t *par, Int_t )
78{
79// Cluster fit function
80// par[0]=x par[1]=y par[2]=q for the first Mathieson shape
81// par[3]=x par[4]=y par[5]=q for the second Mathieson shape and so on up to iNpars/3 Mathieson shapes
82// For each pad of the cluster calculates the difference between actual pad charge and the charge induced to this pad by all Mathieson distributions
83// Then the chi2 is calculated as the sum of this value squared for all pad in the cluster.
84// Arguments: iNpars - number of parameters which is number of local maxima of cluster * 3
85// chi2 - function result to be minimised
86// par - parameters array of size iNpars
87// Returns: none
88 AliHMPIDCluster *pClu=(AliHMPIDCluster*)gMinuit->GetObjectFit();
89 Int_t iNshape = iNpars/3;
90
91 chi2 = 0;
e4a3eae8 92 for(Int_t i=0;i<pClu->Size();i++){ //loop on all pads of the cluster
93 Double_t dQpadMath = 0; //pad charge collector
94 for(Int_t j=0;j<iNshape;j++){ //Mathiesons loop as all of them may contribute to this pad
95 dQpadMath+=par[3*j+2]*pClu->Dig(i)->Mathieson(par[3*j],par[3*j+1]); // par[3*j+2] is charge par[3*j] is x par[3*j+1] is y of current Mathieson
d3da6dc4 96 }
e4a3eae8 97 if(dQpadMath>0)chi2 +=TMath::Power((pClu->Dig(i)->Q()-dQpadMath),2)/dQpadMath; //
98 } //loop on all pads of the cluster
d3da6dc4 99}//FitFunction()
100//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
101void AliHMPIDCluster::Print(Option_t* opt)const
102{
103//Print current cluster
104 const char *status=0;
105 switch(fSt){
d1bf51e1 106 case kFrm : status="formed " ;break;
107 case kUnf : status="unfolded (fit)" ;break;
108 case kCoG : status="coged " ;break;
109 case kLo1 : status="locmax 1 (fit)" ;break;
d1bf51e1 110 case kMax : status="exceeded (cog)" ;break;
111 case kNot : status="not done (cog)" ;break;
112 case kEmp : status="empty " ;break;
113 case kEdg : status="edge (fit)" ;break;
114 case kSi1 : status="size 1 (cog)" ;break;
115 case kNoLoc: status="no LocMax(fit)" ;break;
116
117 default: status="??????" ;break;
d3da6dc4 118 }
e4a3eae8 119 Double_t ratio=0;
120 if(Q()>0&&QRaw()>0) ratio = Q()/QRaw()*100;
1d4857c5 121 Printf("%sCLU: ch=%i (%7.3f,%7.3f) Q=%8.3f Qraw=%8.3f(%3.0f%%) Size=%2i DimBox=%i LocMax=%i Chi2=%7.3f %s",
e4a3eae8 122 opt,X(),Y(),Q(),QRaw(),ratio,Ch(),Size(),fBox,fNlocMax,fChi2,status);
d1bf51e1 123 if(fDigs) fDigs->Print();
d3da6dc4 124}//Print()
125//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++
126Int_t AliHMPIDCluster::Solve(TClonesArray *pCluLst,Bool_t isTryUnfold)
127{
128//This methode is invoked when the cluster is formed to solve it. Solve the cluster means to try to unfold the cluster
129//into the local maxima number of clusters. This methode is invoked by AliHMPIDRconstructor::Dig2Clu() on cluster by cluster basis.
130//At this point, cluster contains a list of digits, cluster charge and size is precalculated in AddDigit(), position is preset to (-1,-1) in ctor,
131//status is preset to kFormed in AddDigit(), chamber-sector info is preseted to actual values in AddDigit()
132//Method first finds number of local maxima and if it's more then one tries to unfold this cluster into local maxima number of clusters
133//Arguments: pCluLst - cluster list pointer where to add new cluster(s)
134// isTryUnfold - flag to switch on/off unfolding
135// Returns: number of local maxima of original cluster
d1bf51e1 136 CoG();
e4a3eae8 137 Int_t iCluCnt=pCluLst->GetEntriesFast(); //get current number of clusters already stored in the list by previous operations
138 if(isTryUnfold==kFALSE || Size()==1) { //if cluster contains single pad there is no way to improve the knowledge
d1bf51e1 139 (isTryUnfold)?fSt=kSi1:fSt=kNot;
140 new ((*pCluLst)[iCluCnt++]) AliHMPIDCluster(*this); //add this raw cluster
141 return 1;
142 }
d3da6dc4 143//Phase 0. Initialise TMinuit
e4a3eae8 144 const Int_t kMaxLocMax=6; //max allowed number of loc max for fitting
145 TMinuit *pMinuit = new TMinuit(3*kMaxLocMax); //init MINUIT with this number of parameters (3 params per mathieson)
146 pMinuit->SetObjectFit((TObject*)this); pMinuit->SetFCN(AliHMPIDCluster::FitFunc); //set fit function
147 Double_t aArg=-1; Int_t iErrFlg; //tmp vars for TMinuit
148 pMinuit->mnexcm("SET PRI",&aArg,1,iErrFlg); //suspend all printout from TMinuit
149 pMinuit->mnexcm("SET NOW",&aArg,0,iErrFlg); //suspend all warning printout from TMinuit
d1bf51e1 150//Phase 1. Find number of local maxima. Strategy is to check if the current pad has QDC more then all neigbours. Also find the box contaning the cluster
151 fNlocMax=0;
e4a3eae8 152
153 for(Int_t iDig1=0;iDig1<Size();iDig1++) { //first digits loop
154 AliHMPIDDigit *pDig1 = Dig(iDig1); //take next digit
d1bf51e1 155 Int_t iHowManyMoreCnt = 0; //counts how many neighbouring pads has QDC more then current one
156 for(Int_t iDig2=0;iDig2<Size();iDig2++) { //loop on all digits again
157 if(iDig1==iDig2) continue; //the same digit, no need to compare
d3da6dc4 158 AliHMPIDDigit *pDig2 = Dig(iDig2); //take second digit to compare with the first one
da08475b 159 Int_t dist = TMath::Sign(Int_t(pDig1->PadChX()-pDig2->PadChX()),1)+TMath::Sign(Int_t(pDig1->PadChY()-pDig2->PadChY()),1);//distance between pads
d1bf51e1 160 if(dist==1) //means dig2 is a neighbour of dig1
161 if(pDig2->Q()>=pDig1->Q()) iHowManyMoreCnt++; //count number of pads with Q more then Q of current pad
d3da6dc4 162 }//second digits loop
e4a3eae8 163 if(iHowManyMoreCnt==0&&fNlocMax<kMaxLocMax){ //this pad has Q more then any neighbour so it's local maximum
164 pMinuit->mnparm(3*fNlocMax ,Form("x%i",fNlocMax),pDig1->LorsX(),0.1,0,0,iErrFlg); // X,Y,Q initial values of the loc max pad w
165 pMinuit->mnparm(3*fNlocMax+1,Form("y%i",fNlocMax),pDig1->LorsY(),0.1,0,0,iErrFlg); //
166 pMinuit->mnparm(3*fNlocMax+2,Form("q%i",fNlocMax),pDig1->Q(),0.1,0,100000,iErrFlg);// constrained to be positive
d1bf51e1 167 fNlocMax++;
d3da6dc4 168 }//if this pad is local maximum
169 }//first digits loop
d1bf51e1 170
d3da6dc4 171//Phase 2. Fit loc max number of Mathiesons or add this current cluster to the list
e4a3eae8 172// case 1 -> no loc max found
173 if ( fNlocMax == 0) { // case of no local maxima found: pads with same charge...
174 pMinuit->mnparm(3*fNlocMax ,Form("x%i",fNlocMax),fX,0.1,0,0,iErrFlg); // Init values taken from CoG() -> fX,fY,fQRaw
175 pMinuit->mnparm(3*fNlocMax+1,Form("y%i",fNlocMax),fY,0.1,0,0,iErrFlg); //
176 pMinuit->mnparm(3*fNlocMax+2,Form("q%i",fNlocMax),fQRaw,0.1,0,100000,iErrFlg); //
d1bf51e1 177 fNlocMax = 1;
178 fSt=kNoLoc;
179 }
e4a3eae8 180
181// case 2 -> loc max found. Check # of loc maxima
182 if ( fNlocMax >= kMaxLocMax) // if # of local maxima exceeds kMaxLocMax...
d1bf51e1 183 {
e4a3eae8 184 fSt = kMax; new ((*pCluLst)[iCluCnt++]) AliHMPIDCluster(*this); //...add this raw cluster
185 } //or...
186 else{ //...resonable number of local maxima to fit and user requested it
187 Double_t arglist[10];arglist[0] = 10000;arglist[1] = 1.; //number of steps and sigma on pads charges
188 pMinuit->mnexcm("SIMPLEX" ,arglist,2,iErrFlg); //start fitting with Simplex
189 pMinuit->mnexcm("MIGRAD" ,arglist,2,iErrFlg); //fitting improved by Migrad
d1bf51e1 190
e4a3eae8 191 Double_t dummy; TString sName; //vars to get results from Minuit
192 for(Int_t i=0;i<fNlocMax;i++){ //store the local maxima parameters
193 pMinuit->mnpout(3*i ,sName, fX, fErrX , dummy, dummy, iErrFlg); // X
194 pMinuit->mnpout(3*i+1 ,sName, fY, fErrY , dummy, dummy, iErrFlg); // Y
195 pMinuit->mnpout(3*i+2 ,sName, fQ, fErrQ , dummy, dummy, iErrFlg); // Q
196 pMinuit->mnstat(fChi2,dummy,dummy,iErrFlg,iErrFlg,iErrFlg); // Chi2 of the fit
d1bf51e1 197
e4a3eae8 198 if(fNlocMax!=1)fSt=kUnf; //
199 if(fNlocMax==1&&fSt!=kNoLoc) fSt=kLo1; //
200 if ( !IsInPc()) fSt = kEdg; //
201 if(fSt==kNoLoc) fNlocMax=0; //
202 new ((*pCluLst)[iCluCnt++]) AliHMPIDCluster(*this); //add new unfolded cluster
203 }
204 }
d1bf51e1 205
e4a3eae8 206 delete pMinuit;
207 return fNlocMax;
208
d3da6dc4 209}//Solve()
210//++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++++