]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - TRD/AliTRDtracker.cxx
Move sampling frequency to common params
[u/mrichter/AliRoot.git] / TRD / AliTRDtracker.cxx
index 00868663a762ab635182745aff576d9a531cd4cb..ad08ceb65144f4c332593abcf3b124002460bfd0 100644 (file)
  * provided "as is" without express or implied warranty.                  *
  **************************************************************************/
                                                       
-/*
-$Log$
-Revision 1.7  2000/12/08 16:07:02  cblume
-Update of the tracking by Sergei
+/* $Id$ */
 
-Revision 1.6  2000/11/30 17:38:08  cblume
-Changes to get in line with new STEER and EVGEN
+///////////////////////////////////////////////////////////////////////////////
+//                                                                           //
+//  The standard TRD tracker                                                 //  
+//  Based on Kalman filltering approach                                      //
+//                                                                           //
+//  Authors:                                                                 //
+//     M. Ivanov  (Marian.Ivanov@cern.ch)                                    //
+//     Y. Belikov (Jouri.Belikov@cern.ch)                                    //
+//                                                                           //
+///////////////////////////////////////////////////////////////////////////////
 
-Revision 1.5  2000/11/14 14:40:27  cblume
-Correction for the Sun compiler (kTRUE and kFALSE)
-
-Revision 1.4  2000/11/10 14:57:52  cblume
-Changes in the geometry constants for the DEC compiler
-
-Revision 1.3  2000/10/15 23:40:01  cblume
-Remove AliTRDconst
-
-Revision 1.2  2000/10/06 16:49:46  cblume
-Made Getters const
-
-Revision 1.1.2.2  2000/10/04 16:34:58  cblume
-Replace include files by forward declarations
-
-Revision 1.1.2.1  2000/09/22 14:47:52  cblume
-Add the tracking code
-
-*/   
-
-#include <iostream.h>
 
+#include <Riostream.h>
 #include <TFile.h>
-#include <TROOT.h>
 #include <TBranch.h>
-#include <TTree.h>
+#include <TTree.h>  
+#include <TObjArray.h> 
+#include <TTreeStream.h>
+#include <TGraph.h>
+#include <TLinearFitter.h>
+#include <TH1D.h>
+#include <TH2D.h>
+
+#include "AliESD.h"
+#include "AliAlignObj.h"
+#include "AliRieman.h"
+#include "AliTrackPointArray.h"
 
-#include "AliRun.h"
-#include "AliTRD.h"
 #include "AliTRDgeometry.h"
-#include "AliTRDrecPoint.h" 
+#include "AliTRDpadPlane.h"
+#include "AliTRDgeometry.h"
 #include "AliTRDcluster.h" 
 #include "AliTRDtrack.h"
-#include "AliTRDtrackingSector.h"
-#include "AliTRDtimeBin.h"
-
+#include "AliTRDseed.h"
+#include "AliTRDcalibDB.h"
+#include "AliTRDCommonParam.h"
 #include "AliTRDtracker.h"
+#include "AliTRDReconstructor.h"
+#include "AliTRDCalibra.h"
+ClassImp(AliTRDtracker)
 
-ClassImp(AliTRDtracker) 
-
-  const  Int_t     AliTRDtracker::fSeedGap            = 35;  
-  const  Int_t     AliTRDtracker::fSeedStep           = 5;   
-
-
-  const  Float_t   AliTRDtracker::fMinClustersInTrack = 0.5;  
-  const  Float_t   AliTRDtracker::fMinClustersInSeed  = 0.5;  
-  const  Float_t   AliTRDtracker::fSeedDepth          = 0.5; 
-  const  Float_t   AliTRDtracker::fSkipDepth          = 0.2;
-  const  Float_t   AliTRDtracker::fMaxSeedDeltaZ      = 30.;  
-  const  Float_t   AliTRDtracker::fMaxSeedC           = 0.01; 
-  const  Float_t   AliTRDtracker::fMaxSeedTan         = 1.2;  
-  const  Float_t   AliTRDtracker::fMaxSeedVertexZ     = 200.; 
-  const  Float_t   AliTRDtracker::fLabelFraction      = 0.5;  
-  const  Float_t   AliTRDtracker::fWideRoad           = 30.;
+const  Float_t  AliTRDtracker::fgkMinClustersInTrack =  0.5;  
+const  Float_t  AliTRDtracker::fgkLabelFraction      =  0.8;  // ??
+const  Double_t AliTRDtracker::fgkMaxChi2            = 12.0; 
+const  Double_t AliTRDtracker::fgkMaxSnp             =  0.95; // Corresponds to tan = 3
+const  Double_t AliTRDtracker::fgkMaxStep            =  2.0;  // Maximal step size in propagation 
 
-  const  Double_t  AliTRDtracker::fMaxChi2            = 12.; 
-  const  Double_t  AliTRDtracker::fSeedErrorSY        = 0.1;
-  const  Double_t  AliTRDtracker::fSeedErrorSY3       = 2.5;
-  const  Double_t  AliTRDtracker::fSeedErrorSZ        = 0.1;
-
-//____________________________________________________________________
+//_____________________________________________________________________________
 AliTRDtracker::AliTRDtracker()
+  :AliTracker()
+  ,fHBackfit(0x0)
+  ,fHClSearch(0x0)
+  ,fHRefit(0x0)
+  ,fHX(0x0)
+  ,fHNCl(0x0)
+  ,fHNClTrack(0x0)
+  ,fHMinYPos(0x0)
+  ,fHMinYNeg(0x0)
+  ,fHMinZ(0x0)
+  ,fHMinD(0x0)
+  ,fHDeltaX(0x0)
+  ,fHXCl(0x0)
+  ,fGeom(0)
+  ,fNclusters(0)
+  ,fClusters(0)
+  ,fNseeds(0)
+  ,fSeeds(0)
+  ,fNtracks(0)
+  ,fTracks(0)
+  ,fTimeBinsPerPlane(0)
+  ,fAddTRDseeds(kFALSE)
+  ,fNoTilt(kFALSE)
+  ,fDebugStreamer(0)
 {
   //
   // Default constructor
-  //   
+  //
 
-  fEvent     = 0;
-  fGeom      = NULL;
+  for (Int_t i = 0; i < kTrackingSectors; i++) {
+    fTrSec[i] = 0;
+  }
+  for (Int_t j = 0; j <  5; j++) {
+    for (Int_t k = 0; k < 18; k++) {
+      fHoles[j][k] = kFALSE;
+    }
+  }
 
-  fNclusters = 0;
-  fClusters  = NULL; 
-  fNseeds    = 0;
-  fSeeds     = NULL;
-  fNtracks   = 0;
-  fTracks    = NULL;
+  InitLogHists();
 
-}   
+} 
 
-//____________________________________________________________________
-AliTRDtracker::AliTRDtracker(const Text_t* name, const Text_t* title)
-                  :TNamed(name, title)
+//_____________________________________________________________________________
+AliTRDtracker::AliTRDtracker(const AliTRDtracker &t)
+  :AliTracker(t)
+  ,fHBackfit(0x0)
+  ,fHClSearch(0x0)
+  ,fHRefit(0x0)
+  ,fHX(0x0)
+  ,fHNCl(0x0)
+  ,fHNClTrack(0x0)
+  ,fHMinYPos(0x0)
+  ,fHMinYNeg(0x0)
+  ,fHMinZ(0x0)
+  ,fHMinD(0x0)
+  ,fHDeltaX(0x0)
+  ,fHXCl(0x0)
+  ,fGeom(0)
+  ,fNclusters(0)
+  ,fClusters(0)
+  ,fNseeds(0)
+  ,fSeeds(0)
+  ,fNtracks(0)
+  ,fTracks(0)
+  ,fTimeBinsPerPlane(0)
+  ,fAddTRDseeds(kFALSE)
+  ,fNoTilt(kFALSE)
+  ,fDebugStreamer(0)
 {
-  fEvent     = 0;
-  fGeom      = NULL;
-
-  fNclusters = 0;
-  fClusters  = new TObjArray(2000); 
-  fNseeds    = 0;
-  fSeeds     = new TObjArray(20000);
-  fNtracks   = 0;
-  fTracks    = new TObjArray(10000);
-
-}   
+  //
+  // Copy constructor
+  //
 
-//___________________________________________________________________
-AliTRDtracker::~AliTRDtracker()
-{
-  delete fClusters;
-  delete fTracks;
-  delete fSeeds;
-  delete fGeom;
-}   
+}
 
-//___________________________________________________________________
-void AliTRDtracker::Clusters2Tracks()
+//_____________________________________________________________________________
+AliTRDtracker::AliTRDtracker(const TFile *geomfile)
+  :AliTracker()
+  ,fHBackfit(0x0)
+  ,fHClSearch(0x0)
+  ,fHRefit(0x0)
+  ,fHX(0x0)
+  ,fHNCl(0x0)
+  ,fHNClTrack(0x0)
+  ,fHMinYPos(0x0)
+  ,fHMinYNeg(0x0)
+  ,fHMinZ(0x0)
+  ,fHMinD(0x0)
+  ,fHDeltaX(0x0)
+  ,fHXCl(0x0)
+  ,fGeom(0)
+  ,fNclusters(0)
+  ,fClusters(new TObjArray(2000))
+  ,fNseeds(0)
+  ,fSeeds(new TObjArray(2000))
+  ,fNtracks(0)
+  ,fTracks(new TObjArray(1000))
+  ,fTimeBinsPerPlane(0)
+  ,fAddTRDseeds(kFALSE)
+  ,fNoTilt(kFALSE)
+  ,fDebugStreamer(0)
 {
-  Int_t inner, outer;
-  Int_t fTotalNofTimeBins = fGeom->GetTimeMax() * AliTRDgeometry::Nplan();
-  Int_t nSteps = (Int_t) (fTotalNofTimeBins * fSeedDepth)/fSeedStep;
+  // 
+  //  Main constructor
+  //  
+   
+  TDirectory *savedir = gDirectory; 
+  TFile      *in      = (TFile *) geomfile; 
+  if (!in->IsOpen()) {
+    AliWarning("geometry file is not open!\n");
+    AliWarning("FULL TRD geometry and DEFAULT TRD parameter will be used\n");
+  }
+  else {
+    in->cd();  
+    fGeom = (AliTRDgeometry *) in->Get("TRDgeometry");
+  }
 
-  for(Int_t i=0; i<nSteps; i++) {
-    printf("step %d out of %d \n", i+1, nSteps);
-    outer=fTotalNofTimeBins-1-i*fSeedStep; inner=outer-fSeedGap;
-    MakeSeeds(inner,outer);
-    FindTracks();
+  if (!fGeom) {
+    AliWarning("Cannot find TRD geometry!\n");
+    fGeom = new AliTRDgeometry();
   } 
-}          
-
-//_____________________________________________________________________
-Double_t AliTRDtracker::ExpectedSigmaY2(Double_t r, Double_t tgl, Double_t pt)
-{
-  // Parametrised "expected" error of the cluster reconstruction in Y 
+  fGeom->ReadGeoMatrices();
 
-  Double_t s = 0.2;    
-  return s;
-}
+  savedir->cd();  
 
-//_____________________________________________________________________
-Double_t AliTRDtracker::ExpectedSigmaZ2(Double_t r, Double_t tgl)
-{
-  // Parametrised "expected" error of the cluster reconstruction in Z 
+  for (Int_t geomS = 0; geomS < kTrackingSectors; geomS++) {
+    Int_t trS   = CookSectorIndex(geomS);
+    fTrSec[trS] = new AliTRDtrackingSector(fGeom,geomS);
+    for (Int_t icham = 0; icham < AliTRDgeometry::kNcham; icham++) {
+      fHoles[icham][trS] = fGeom->IsHole(0,icham,geomS);
+    }
+  }
 
-  Double_t s, pad = fGeom->GetRowPadSize();
-  s = pad * pad /12.;  
-  return s;
-}                  
+  AliTRDpadPlane *padPlane = AliTRDCommonParam::Instance()->GetPadPlane(0,0);
+  Float_t tiltAngle = TMath::Abs(padPlane->GetTiltingAngle());
+  if (tiltAngle < 0.1) {
+    fNoTilt = kTRUE;
+  }
 
-//_____________________________________________________________________
-inline Double_t f1trd(Double_t x1,Double_t y1,
-                      Double_t x2,Double_t y2,
-                      Double_t x3,Double_t y3)
-{
-  // Initial approximation of the track curvature
-  // Origin: Iouri Belikov, CERN, Jouri.Belikov@cern.ch
+  fTimeBinsPerPlane =  AliTRDcalibDB::Instance()->GetNumberOfTimeBins();
 
-  Double_t d=(x2-x1)*(y3-y2)-(x3-x2)*(y2-y1);
-  Double_t a=0.5*((y3-y2)*(y2*y2-y1*y1+x2*x2-x1*x1)-
-                  (y2-y1)*(y3*y3-y2*y2+x3*x3-x2*x2));
-  Double_t b=0.5*((x2-x1)*(y3*y3-y2*y2+x3*x3-x2*x2)-
-                  (x3-x2)*(y2*y2-y1*y1+x2*x2-x1*x1));
+  fDebugStreamer    = new TTreeSRedirector("TRDdebug.root");
 
-  Double_t xr=TMath::Abs(d/(d*x1-a)), yr=d/(d*y1-b);
+  savedir->cd();
+  
+  InitLogHists();
 
-  return -xr*yr/sqrt(xr*xr+yr*yr);
-}          
+}   
 
-//_____________________________________________________________________
-inline Double_t f2trd(Double_t x1,Double_t y1,
-                      Double_t x2,Double_t y2,
-                      Double_t x3,Double_t y3)
+//_____________________________________________________________________________
+AliTRDtracker::~AliTRDtracker()
 {
-  // Initial approximation of the track curvature times center of curvature
-  // Origin: Iouri Belikov, CERN, Jouri.Belikov@cern.ch
+  //
+  // Destructor of AliTRDtracker 
+  //
 
-  Double_t d=(x2-x1)*(y3-y2)-(x3-x2)*(y2-y1);
-  Double_t a=0.5*((y3-y2)*(y2*y2-y1*y1+x2*x2-x1*x1)-
-                  (y2-y1)*(y3*y3-y2*y2+x3*x3-x2*x2));
-  Double_t b=0.5*((x2-x1)*(y3*y3-y2*y2+x3*x3-x2*x2)-
-                  (x3-x2)*(y2*y2-y1*y1+x2*x2-x1*x1));
+  if (fClusters) {
+    fClusters->Delete();
+    delete fClusters;
+  }
 
-  Double_t xr=TMath::Abs(d/(d*x1-a)), yr=d/(d*y1-b);
+  if (fTracks) {
+    fTracks->Delete();
+    delete fTracks;
+  }
 
-  return -a/(d*y1-b)*xr/sqrt(xr*xr+yr*yr);
-}          
+  if (fSeeds) {
+    fSeeds->Delete();
+    delete fSeeds;
+  }
 
-//_____________________________________________________________________
-inline Double_t f3trd(Double_t x1,Double_t y1,
-                      Double_t x2,Double_t y2,
-                      Double_t z1,Double_t z2)
-{
-  // Initial approximation of the tangent of the track dip angle
-  // Origin: Iouri Belikov, CERN, Jouri.Belikov@cern.ch
+  delete fGeom;  
 
-  return (z1 - z2)/sqrt((x1-x2)*(x1-x2)+(y1-y2)*(y1-y2));
-}            
+  for (Int_t geomS = 0; geomS < kTrackingSectors; geomS++) {
+    delete fTrSec[geomS];
+  }
 
+  if (fDebugStreamer) {    
+    delete fDebugStreamer;
+  }
 
-//___________________________________________________________________
+}   
 
-Int_t AliTRDtracker::FindProlongation(AliTRDtrack& t, AliTRDtrackingSector *sec,
-                            Int_t s, Int_t rf)
+//_____________________________________________________________________________
+Int_t  AliTRDtracker::LocalToGlobalID(Int_t lid)
 {
-  // Starting from current position on track=t this function tries 
-  // to extrapolate the track up to timeBin=rf and to confirm prolongation
-  // if a close cluster is found. *sec is a pointer to allocated
-  // array of sectors, in which the initial sector has index=s. 
-
-  const Int_t TIME_BINS_TO_SKIP=Int_t(fSkipDepth*sec->GetNtimeBins());
-  Int_t try_again=TIME_BINS_TO_SKIP;
-
-  Double_t alpha=AliTRDgeometry::GetAlpha();
-
-  Int_t ns=Int_t(2*TMath::Pi()/alpha+0.5);
-
-  for (Int_t nr=sec->GetTimeBinNumber(t.GetX())-1; nr>=rf; nr--) {
-    Double_t x=sec->GetX(nr), ymax=sec->GetMaxY(nr);
-    if (!t.PropagateTo(x)) {
-      cerr<<"Can't propagate to x = "<<x<<endl;
-      return 0;
-    }
-
-    AliTRDcluster *cl=0;
-    UInt_t index=0;
-
-    Double_t max_chi2=fMaxChi2;
-
-    AliTRDtimeBin& time_bin=sec[s][nr];
-    Double_t sy2=ExpectedSigmaY2(t.GetX(),t.GetTgl(),t.GetPt());
-    Double_t sz2=ExpectedSigmaZ2(t.GetX(),t.GetTgl());
-    Double_t road=5.*sqrt(t.GetSigmaY2() + sy2), y=t.GetY(), z=t.GetZ();
-
-    if (road>fWideRoad) {
-      if (t.GetNclusters() > 4) {
-       cerr<<t.GetNclusters()<<" FindProlongation: Road is too wide !\n";
-      }
-      return 0;
-    }       
-
-    if (time_bin) {
-      for (Int_t i=time_bin.Find(y-road); i<time_bin; i++) {
-        AliTRDcluster* c=(AliTRDcluster*)(time_bin[i]);
-        if (c->GetY() > y+road) break;
-        if (c->IsUsed() > 0) continue;
+  //
+  // Transform internal TRD ID to global detector ID
+  //
 
-       if((c->GetZ()-z)*(c->GetZ()-z) > 25. + sz2) continue;
+  Int_t  isector  = fGeom->GetSector(lid);
+  Int_t  ichamber = fGeom->GetChamber(lid);
+  Int_t  iplan    = fGeom->GetPlane(lid);
+
+  AliAlignObj::ELayerID iLayer = AliAlignObj::kTRD1;
+  switch (iplan) {
+  case 0:
+    iLayer = AliAlignObj::kTRD1;
+    break;
+  case 1:
+    iLayer = AliAlignObj::kTRD2;
+    break;
+  case 2:
+    iLayer = AliAlignObj::kTRD3;
+    break;
+  case 3:
+    iLayer = AliAlignObj::kTRD4;
+    break;
+  case 4:
+    iLayer = AliAlignObj::kTRD5;
+    break;
+  case 5:
+    iLayer = AliAlignObj::kTRD6;
+    break;
+  };
+
+  Int_t    modId = isector * fGeom->Ncham() + ichamber;
+  UShort_t volid = AliAlignObj::LayerToVolUID(iLayer,modId);
+
+  return volid;
 
-        Double_t chi2=t.GetPredictedChi2(c);
+}
 
-        if (chi2 > max_chi2) continue;
-        max_chi2=chi2;
-        cl=c;
-        index=time_bin.GetIndex(i);
-      }   
-    }
-    if (cl) {
+//_____________________________________________________________________________
+Int_t  AliTRDtracker::GlobalToLocalID(Int_t gid)
+{
+  //
+  // Transform global detector ID to local detector ID
+  // 
+
+  Int_t modId    = 0;
+  AliAlignObj::ELayerID layerId = AliAlignObj::VolUIDToLayer(gid,modId);
+
+  Int_t isector  = modId / fGeom->Ncham();
+  Int_t ichamber = modId % fGeom->Ncham();
+  Int_t iLayer   = -1;
+
+  switch (layerId) {
+  case AliAlignObj::kTRD1:
+    iLayer = 0;
+    break;
+  case AliAlignObj::kTRD2:
+    iLayer = 1;
+    break;
+  case AliAlignObj::kTRD3:
+    iLayer = 2;
+    break;
+  case AliAlignObj::kTRD4:
+    iLayer = 3;
+    break;
+  case AliAlignObj::kTRD5:
+    iLayer = 4;
+    break;
+  case AliAlignObj::kTRD6:
+    iLayer = 5;
+    break;
+  default:
+    iLayer =-1;
+  }
 
-      //      Float_t l=sec->GetPitch();
-      //      t.SetSampledEdx(cl->fQ/l,Int_t(t));  
-     
-      t.Update(cl,max_chi2,index);
-
-      try_again=TIME_BINS_TO_SKIP;
-    } else {
-      if (try_again==0) break;
-      if (y > ymax) {
-       cerr<<"y > ymax: "<<y<<" > "<<ymax<<endl;
-         s = (s+1) % ns;
-         if (!t.Rotate(alpha)) {
-          cerr<<"Failed to rotate, alpha = "<<alpha<<endl;
-          return 0;
-        }
-      } else if (y <-ymax) {
-       cerr<<"y < -ymax: "<<y<<" < "<<-ymax<<endl;
-         s = (s-1+ns) % ns;
-         if (!t.Rotate(-alpha)) {
-          cerr<<"Failed to rotate, alpha = "<<alpha<<endl;
-          return 0;
-        }
-      }
-      try_again--;
-    }
+  if (iLayer < 0) {
+    return -1;
   }
 
-  return 1;
-}          
+  Int_t lid = fGeom->GetDetector(iLayer,ichamber,isector);
 
+  return lid;
 
+}
 
 //_____________________________________________________________________________
-void AliTRDtracker::GetEvent(const Char_t *hitfile, const Char_t *clusterfile)
+Bool_t  AliTRDtracker::Transform(AliTRDcluster *cluster)
 {
-  // Opens a ROOT-file with TRD-clusters and reads in the cluster-tree
+  //
+  // Transform something ... whatever ...
+  //
 
-  ReadClusters(fClusters, clusterfile);
+  // Magic constants for geo manager transformation
+  const Double_t kX0shift  = 2.52;
+  const Double_t kX0shift5 = 3.05;
+
+  //
+  // Apply alignment and calibration to transform cluster
+  //
+  Int_t detector = cluster->GetDetector();
+  Int_t plane    = fGeom->GetPlane(cluster->GetDetector());
+  Int_t chamber  = fGeom->GetChamber(cluster->GetDetector());
+  Int_t sector   = fGeom->GetSector(cluster->GetDetector());
 
-  // get geometry from the file with hits
+  Double_t dxAmp  = (Double_t) fGeom->CamHght();               // Amplification region
+  Double_t driftX = TMath::Max(cluster->GetX()-dxAmp*0.5,0.0); // Drift distance
 
-  TFile *fInputFile = (TFile*) gROOT->GetListOfFiles()->FindObject(hitfile);
-  if (!fInputFile) {
-    printf("AliTRDtracker::Open -- ");
-    printf("Open the ALIROOT-file %s.\n",hitfile);
-    fInputFile = new TFile(hitfile);
+  //
+  // ExB correction
+  //
+  Double_t vdrift = AliTRDcalibDB::Instance()->GetVdrift(cluster->GetDetector(),0,0);
+  Double_t exB    = AliTRDcalibDB::Instance()->GetOmegaTau(vdrift,-AliTracker::GetBz()*0.1);
+
+  AliTRDCommonParam *commonParam = AliTRDCommonParam::Instance();  
+  AliTRDpadPlane    *padPlane    = commonParam->GetPadPlane(plane,chamber);
+  Double_t zshiftIdeal = 0.5*(padPlane->GetRow0()+padPlane->GetRowEnd());
+  Double_t localPos[3];
+  Double_t localPosTracker[3];
+  localPos[0] = -cluster->GetX();
+  localPos[1] =  cluster->GetY() - driftX * exB;
+  localPos[2] =  cluster->GetZ() - zshiftIdeal;
+
+  cluster->SetY(cluster->GetY() - driftX*exB);
+  Double_t xplane = (Double_t) AliTRDgeometry::GetTime0(plane); 
+  cluster->SetX(xplane- cluster->GetX());
+
+  TGeoHMatrix *matrix =  fGeom->GetCorrectionMatrix(cluster->GetDetector());
+  if (!matrix) {
+    // No matrix found - if somebody used geometry with holes
+    AliError("Invalid Geometry - Default Geometry used\n");
+    return kTRUE;   
   }
-  else {
-    printf("AliTRDtracker::Open -- ");
-    printf("%s is already open.\n",hitfile);
+  matrix->LocalToMaster(localPos,localPosTracker);  
+
+  if (AliTRDReconstructor::StreamLevel() > 1) {
+    (* fDebugStreamer) << "Transform"
+                       << "Cl.="      << cluster
+                       << "matrix.="  << matrix
+                       << "Detector=" << detector
+                       << "Sector="   << sector
+                       << "Plane="    << plane
+                       << "Chamber="  << chamber
+                       << "lx0="      << localPosTracker[0]
+                       << "ly0="      << localPosTracker[1]
+                       << "lz0="      << localPosTracker[2]
+                       << "\n";
   }
 
-  // Get AliRun object from file or create it if not on file
-
-  gAlice = (AliRun*) fInputFile->Get("gAlice");
-  if (gAlice) {
-    printf("AliTRDtracker::GetEvent -- ");
-    printf("AliRun object found on file.\n");
+  if (plane == 5) {
+     cluster->SetX(localPosTracker[0]+kX0shift5);
   }
   else {
-    printf("AliTRDtracker::GetEvent -- ");
-    printf("Could not find AliRun object.\n");
-  }
-
-  // Import the Trees for the event nEvent in the file
-  Int_t nparticles = gAlice->GetEvent(fEvent);
-  cerr<<"nparticles = "<<nparticles<<endl;
+    cluster->SetX(localPosTracker[0]+kX0shift);
+  }    
 
-  if (nparticles <= 0) {
-    printf("AliTRDtracker::GetEvent -- ");
-    printf("No entries in the trees for event %d.\n",fEvent);
-  }
+  cluster->SetY(localPosTracker[1]);
+  cluster->SetZ(localPosTracker[2]);
 
-  AliTRD *TRD = (AliTRD*) gAlice->GetDetector("TRD");
-  fGeom = TRD->GetGeometry();
+  return kTRUE;
 
-}     
+}
 
+//_____________________________________________________________________________
+// Bool_t  AliTRDtracker::Transform(AliTRDcluster *cluster)
+//{
+//   //
+//   // Is this still needed ????
+//   //
+//   const Double_t kDriftCorrection  = 1.01;                 // drift coeficient correction
+//   const Double_t kTime0Cor         = 0.32;                 // time0 correction
+//   //
+//   const Double_t kX0shift           = 2.52; 
+//   const Double_t kX0shift5          = 3.05; 
+
+//   //
+//   // apply alignment and calibration to transform cluster
+//   //
+//   //
+//   Int_t detector = cluster->GetDetector();
+//   Int_t plane   = fGeom->GetPlane(cluster->GetDetector());
+//   Int_t chamber = fGeom->GetChamber(cluster->GetDetector());
+//   Int_t sector  = fGeom->GetSector(cluster->GetDetector());
+
+//   Double_t dxAmp  = (Double_t) fGeom->CamHght();          // Amplification region
+//   Double_t driftX = TMath::Max(cluster->GetX()-dxAmp*0.5,0.);  // drift distance
+//   //
+//   // ExB correction
+//   //
+//   Double_t vdrift = AliTRDcalibDB::Instance()->GetVdrift(cluster->GetDetector(),0,0);
+//   Double_t exB =   AliTRDcalibDB::Instance()->GetOmegaTau(vdrift,-AliTracker::GetBz()*0.1);
+//   //
+
+//   AliTRDCommonParam* commonParam = AliTRDCommonParam::Instance();  
+//   AliTRDpadPlane * padPlane = commonParam->GetPadPlane(plane,chamber);
+//   Double_t zshiftIdeal  = 0.5*(padPlane->GetRow0()+padPlane->GetRowEnd());
+//   Double_t localPos[3], globalPos[3], localPosTracker[3], localPosTracker2[3];
+//   localPos[2] = -cluster->GetX();
+//   localPos[0] =  cluster->GetY() - driftX*exB;
+//   localPos[1] =  cluster->GetZ() -zshiftIdeal;
+//   TGeoHMatrix * matrix =  fGeom->GetGeoMatrix(cluster->GetDetector());
+//   matrix->LocalToMaster(localPos, globalPos);
+  
+//   Double_t sectorAngle = 20.*(sector%18)+10;
+//   TGeoHMatrix  rotSector;
+//   rotSector.RotateZ(sectorAngle);
+//   rotSector.LocalToMaster(globalPos, localPosTracker);
+//   //
+//   //
+//   TGeoHMatrix  matrix2(*matrix);
+//   matrix2.MultiplyLeft(&rotSector);
+//   matrix2.LocalToMaster(localPos,localPosTracker2);
+//   //
+//   //
+//   //
+//   cluster->SetY(cluster->GetY() - driftX*exB);
+//   Double_t xplane = (Double_t) AliTRDgeometry::GetTime0(plane); 
+//   cluster->SetX(xplane- kDriftCorrection*(cluster->GetX()-kTime0Cor));
+//   (*fDebugStreamer)<<"Transform"<<
+//     "Cl.="<<cluster<<
+//     "matrix.="<<matrix<<
+//     "matrix2.="<<&matrix2<<
+//     "Detector="<<detector<<
+//     "Sector="<<sector<<
+//     "Plane="<<plane<<
+//     "Chamber="<<chamber<<
+//     "lx0="<<localPosTracker[0]<<
+//     "ly0="<<localPosTracker[1]<<
+//     "lz0="<<localPosTracker[2]<<
+//     "lx2="<<localPosTracker2[0]<<
+//     "ly2="<<localPosTracker2[1]<<
+//     "lz2="<<localPosTracker2[2]<<
+//     "\n";
+//   //
+//   if (plane==5)
+//      cluster->SetX(localPosTracker[0]+kX0shift5);
+//   else
+//     cluster->SetX(localPosTracker[0]+kX0shift);
+    
+//   cluster->SetY(localPosTracker[1]);
+//   cluster->SetZ(localPosTracker[2]);
+//   return kTRUE;
+// }
 
 //_____________________________________________________________________________
-void AliTRDtracker::SetUpSectors(AliTRDtrackingSector *sec)
+Bool_t AliTRDtracker::AdjustSector(AliTRDtrack *track) 
 {
-  // Fills clusters into TRD tracking_sectors 
-  // Note that the numbering scheme for the TRD tracking_sectors 
-  // differs from that of TRD sectors
+  //
+  // Rotates the track when necessary
+  //
 
-  for (Int_t i=0; i<AliTRDgeometry::Nsect(); i++) sec[i].SetUp();
+  Double_t alpha = AliTRDgeometry::GetAlpha(); 
+  Double_t y     = track->GetY();
+  Double_t ymax  = track->GetX()*TMath::Tan(0.5*alpha);
 
-  //  Sort clusters into AliTRDtimeBin's within AliTRDtrackSector's 
+  // Is this still needed ????
+  //Int_t ns = AliTRDgeometry::kNsect;
+  //Int_t s=Int_t(track->GetAlpha()/alpha)%ns; 
 
-  cerr<<"MakeSeeds: sorting clusters"<<endl;
-              
-  Int_t ncl=fClusters->GetEntriesFast();
-  UInt_t index;
-  while (ncl--) {
-    printf("\r %d left",ncl); 
-    AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(ncl);
-    Int_t detector=c->GetDetector(), local_time_bin=c->GetLocalTimeBin();
-    Int_t sector=fGeom->GetSector(detector);
+  if      (y >  ymax) {
+    //s = (s+1) % ns;
+    if (!track->Rotate( alpha)) {
+      return kFALSE;
+    }
+  } 
+  else if (y < -ymax) {
+    //s = (s-1+ns) % ns;                           
+    if (!track->Rotate(-alpha)) {
+      return kFALSE;   
+    }
+  } 
 
-    Int_t tracking_sector=sector;
-    if(sector > 0) tracking_sector = AliTRDgeometry::kNsect - sector;
+  return kTRUE;
 
-    Int_t tb=sec[sector].GetTimeBin(detector,local_time_bin); 
-    index=ncl;
-    sec[tracking_sector][tb].InsertCluster(c,index);
-  }    
-  printf("\r\n");
 }
 
-
 //_____________________________________________________________________________
-void AliTRDtracker::MakeSeeds(Int_t inner, Int_t outer)
+AliTRDcluster *AliTRDtracker::GetCluster(AliTRDtrack *track, Int_t plane
+                                       , Int_t timebin, UInt_t &index)
 {
-  // Creates track seeds using clusters in timeBins=i1,i2
-
-  Int_t i2 = inner, i1 = outer; 
+  //
+  // Try to find cluster in the backup list
+  //
 
-  if (!fClusters) return; 
+  AliTRDcluster *cl =0;
+  Int_t *indexes = track->GetBackupIndexes();
 
-  AliTRDtrackingSector fTrSec[AliTRDgeometry::kNsect];
-  SetUpSectors(fTrSec);
+  for (UInt_t i = 0; i < kMaxTimeBinIndex; i++) {
+    if (indexes[i] == 0) {
+      break;  
+    }
+    AliTRDcluster *cli = (AliTRDcluster *) fClusters->UncheckedAt(indexes[i]);
+    if (!cli) {
+      break;
+    }
+    if (cli->GetLocalTimeBin() != timebin) {
+      continue;
+    }
+    Int_t iplane = fGeom->GetPlane(cli->GetDetector());
+    if (iplane == plane) {
+      cl    = cli;
+      index = indexes[i];
+      break;
+    }
+  }
 
-  // find seeds
+  return cl;
 
-  Double_t x[5], c[15];
-  Int_t max_sec=AliTRDgeometry::kNsect;
+}
 
-  Double_t alpha=AliTRDgeometry::GetAlpha();
-  Double_t shift=AliTRDgeometry::GetAlpha()/2.;
-  Double_t cs=cos(alpha), sn=sin(alpha);  
+//_____________________________________________________________________________
+Int_t  AliTRDtracker::GetLastPlane(AliTRDtrack *track)
+{
+  //
+  // Return last updated plane
+  //
 
-  Double_t x1 =fTrSec[0].GetX(i1);
-  Double_t xx2=fTrSec[0].GetX(i2);  
+  Int_t  lastplane = 0;
+  Int_t *indexes   = track->GetBackupIndexes();
 
-  for (Int_t ns=0; ns<max_sec; ns++) {
+  for (UInt_t i = 0; i < kMaxTimeBinIndex; i++) {
+    AliTRDcluster *cli = (AliTRDcluster *) fClusters->UncheckedAt(indexes[i]);
+    if (!cli) {
+      break;
+    }
+    Int_t iplane = fGeom->GetPlane(cli->GetDetector());
+    if (iplane > lastplane) {
+      lastplane = iplane;
+    }
+  }
 
-    Int_t nl=fTrSec[(ns-1+max_sec)%max_sec][i2];
-    Int_t nm=fTrSec[ns][i2];
-    Int_t nu=fTrSec[(ns+1)%max_sec][i2];
+  return lastplane;
 
-    AliTRDtimeBin& r1=fTrSec[ns][i1];
+}
 
-    for (Int_t is=0; is < r1; is++) {
-      Double_t y1=r1[is]->GetY(), z1=r1[is]->GetZ();
+//_____________________________________________________________________________
+Int_t AliTRDtracker::Clusters2Tracks(AliESD *event)
+{
+  //
+  // Finds tracks within the TRD. The ESD event is expected to contain seeds 
+  // at the outer part of the TRD. The seeds
+  // are found within the TRD if fAddTRDseeds is TRUE. 
+  // The tracks are propagated to the innermost time bin 
+  // of the TRD and the ESD event is updated
+  //
 
-      for (Int_t js=0; js < nl+nm+nu; js++) {
-       const AliTRDcluster *cl;
-        Double_t x2,   y2,   z2;
-        Double_t x3=0.,y3=0.;  
+  Int_t   timeBins = fTrSec[0]->GetNumberOfTimeBins();
+  Float_t foundMin = fgkMinClustersInTrack * timeBins; 
+  Int_t   nseed    = 0;
+  Int_t   found    = 0;
+  //Int_t innerTB = fTrSec[0]->GetInnerTimeBin();
 
-        if (js<nl) {
-         AliTRDtimeBin& r2=fTrSec[(ns-1+max_sec)%max_sec][i2];
-         cl=r2[js]; 
-         y2=cl->GetY(); z2=cl->GetZ();
+  Int_t n = event->GetNumberOfTracks();
+  for (Int_t i = 0; i < n; i++) {
 
-          x2= xx2*cs+y2*sn;
-          y2=-xx2*sn+y2*cs;          
+    AliESDtrack *seed = event->GetTrack(i);
+    ULong_t status = seed->GetStatus();
+    if ((status & AliESDtrack::kTRDout) == 0) {
+      continue;
+    }
+    if ((status & AliESDtrack::kTRDin)  != 0) {
+      continue;
+    }
+    nseed++;
+    
+    AliTRDtrack *seed2 = new AliTRDtrack(*seed);
+    //seed2->ResetCovariance(); 
+    AliTRDtrack *pt    = new AliTRDtrack(*seed2,seed2->GetAlpha());
+    AliTRDtrack &t     = *pt; 
+    FollowProlongation(t); 
+    if (t.GetNumberOfClusters() >= foundMin) {
+      UseClusters(&t);
+      CookLabel(pt,1 - fgkLabelFraction);
+      //t.CookdEdx();
+    }
+    found++;
 
-        } else
-          if (js<nl+nm) {
-           AliTRDtimeBin& r2=fTrSec[ns][i2];
-           cl=r2[js-nl];
-           x2=xx2; y2=cl->GetY(); z2=cl->GetZ();
-          } else {
-           AliTRDtimeBin& r2=fTrSec[(ns+1)%max_sec][i2];
-            cl=r2[js-nl-nm];
-           y2=cl->GetY(); z2=cl->GetZ();
+    Double_t xTPC = 250.0;
+    if (PropagateToX(t,xTPC,fgkMaxStep)) {
+      seed->UpdateTrackParams(pt, AliESDtrack::kTRDin);
+    }  
+    delete seed2;
+    delete pt;
 
-            x2=xx2*cs-y2*sn;
-            y2=xx2*sn+y2*cs;   
+  }
 
-          }
+  AliInfo(Form("Number of loaded seeds: %d",nseed));
+  AliInfo(Form("Number of found tracks from loaded seeds: %d",found));
+  AliInfo(Form("Total number of found tracks: %d",found));
+    
+  return 0;    
 
-        Double_t zz=z1 - z1/x1*(x1-x2);
-       
-        if (TMath::Abs(zz-z2)>fMaxSeedDeltaZ) continue;   
+}     
+     
+//_____________________________________________________________________________
+Int_t AliTRDtracker::PropagateBack(AliESD *event) 
+{
+  //
+  // Gets seeds from ESD event. The seeds are AliTPCtrack's found and
+  // backpropagated by the TPC tracker. Each seed is first propagated 
+  // to the TRD, and then its prolongation is searched in the TRD.
+  // If sufficiently long continuation of the track is found in the TRD
+  // the track is updated, otherwise it's stored as originaly defined 
+  // by the TPC tracker.   
+  //  
+
+  Int_t   found    = 0;     // number of tracks found
+  Float_t foundMin = 20.0;
+  Int_t   n        = event->GetNumberOfTracks();
+
+  // Sort tracks
+  Float_t *quality = new Float_t[n];
+  Int_t   *index   = new Int_t[n];
+  for (Int_t i = 0; i < n; i++) {
+    AliESDtrack *seed = event->GetTrack(i);
+    Double_t covariance[15];
+    seed->GetExternalCovariance(covariance);
+    quality[i] = covariance[0]+covariance[2];      
+    //quality[i] = covariance[0];
+  }
+  TMath::Sort(n,quality,index,kFALSE);
 
-        Double_t d=(x2-x1)*(0.-y2)-(0.-x2)*(y2-y1);
-        if (d==0.) {cerr<<"TRD MakeSeeds: Straight seed !\n"; continue;}
+  for (Int_t i = 0; i < n; i++) {
 
-        x[0]=y1;
-        x[1]=z1;
-        x[2]=f1trd(x1,y1,x2,y2,x3,y3);
+    //AliESDtrack *seed = event->GetTrack(i);
+    AliESDtrack *seed = event->GetTrack(index[i]);
+    fHBackfit->Fill(0);
 
-        if (TMath::Abs(x[2]) >= fMaxSeedC) continue;
+    ULong_t status = seed->GetStatus();
+    if ((status & AliESDtrack::kTPCout) == 0) {
+      fHBackfit->Fill(1);
+      continue;
+    }
 
-        x[3]=f2trd(x1,y1,x2,y2,x3,y3);
+    if ((status & AliESDtrack::kTRDout) != 0) {
+      fHBackfit->Fill(2);
+      continue;
+    }
 
-        if (TMath::Abs(x[2]*x1-x[3]) >= 0.99999) continue;
+    Int_t   lbl = seed->GetLabel();
+    AliTRDtrack *track = new AliTRDtrack(*seed);
+    track->SetSeedLabel(lbl);
+    seed->UpdateTrackParams(track,AliESDtrack::kTRDbackup); // Make backup
+    fNseeds++;
+    Float_t p4  = track->GetC();
+    Int_t expectedClr = FollowBackProlongation(*track);
+    
+    fHBackfit->Fill(3);
+    fHX->Fill(track->GetX());
+
+
+    // store the last measurement
+    /*
+    fHNClTrack->Fill(track->GetNumberOfClusters());
+    if (track->GetNumberOfClusters() >= foundMin) {
+
+      fHBackfit->Fill(4);
+      track->CookdEdx(); 
+      CookdEdxTimBin(*track);
+      CookLabel(track,1 - fgkLabelFraction);
+      if (track->GetBackupTrack()) {
+       //fHBackfit->Fill(5);
+       UseClusters(track->GetBackupTrack());
+       seed->UpdateTrackParams(track->GetBackupTrack(),AliESDtrack::kTRDbackup);
+      }
+    }
+    */
+
+    /**/
+    // inter-tracks competition ???
+    if ((TMath::Abs(track->GetC() - p4) / TMath::Abs(p4) < 0.2) || 
+        (TMath::Abs(track->GetPt())                      > 0.8)) {
+      
+      fHBackfit->Fill(4);
+      
+      // 
+      // Make backup for back propagation 
+      //
+      
+      Int_t foundClr = track->GetNumberOfClusters();
+      if (foundClr >= foundMin) {
+       track->CookdEdx(); 
+       CookdEdxTimBin(*track);
+       CookLabel(track,1 - fgkLabelFraction);
+       if (track->GetBackupTrack()) {
+          UseClusters(track->GetBackupTrack());
+       }
 
-        x[4]=f3trd(x1,y1,x2,y2,z1,z2);
+        // Sign only gold tracks
+       if (track->GetChi2() / track->GetNumberOfClusters() < 4) {   
+         if ((seed->GetKinkIndex(0)      ==   0) &&
+              (TMath::Abs(track->GetPt()) <  1.5)) {
+            UseClusters(track);
+         }
+       }
+       Bool_t isGold = kFALSE;
+       
+        // Full gold track
+       if (track->GetChi2() / track->GetNumberOfClusters() < 5) {  
+         //seed->UpdateTrackParams(track, AliESDtrack::kTRDbackup);
+         if (track->GetBackupTrack()) {
+            seed->UpdateTrackParams(track->GetBackupTrack(),AliESDtrack::kTRDbackup);
+           
+         }
+         isGold = kTRUE;
+         //fHBackfit->Fill()
+       }
 
-        if (TMath::Abs(x[4]) > fMaxSeedTan) continue;
+        // Almost gold track
+       if ((!isGold)                                              && 
+            (track->GetNCross()                              == 0) && 
+            (track->GetChi2() / track->GetNumberOfClusters()  < 7)) { 
+         //seed->UpdateTrackParams(track, AliESDtrack::kTRDbackup);
+         if (track->GetBackupTrack()) {
+            seed->UpdateTrackParams(track->GetBackupTrack(),AliESDtrack::kTRDbackup);
+         }
+         isGold = kTRUE;
+       }
 
-        Double_t a=asin(x[3]);
-        Double_t zv=z1 - x[4]/x[2]*(a+asin(x[2]*x1-x[3]));
-        if (TMath::Abs(zv)>fMaxSeedVertexZ) continue;    
+       if ((!isGold) && 
+            (track->GetBackupTrack())) {
+         if ((track->GetBackupTrack()->GetNumberOfClusters() > foundMin) &&
+             ((track->GetBackupTrack()->GetChi2()/(track->GetBackupTrack()->GetNumberOfClusters()+1)) < 7)) {    
+           seed->UpdateTrackParams(track->GetBackupTrack(),AliESDtrack::kTRDbackup);
+           isGold = kTRUE;
+         }
+       }
 
-        Double_t sy1=r1[is]->GetSigmaY2(), sz1=r1[is]->GetSigmaZ2();
-        Double_t sy2=cl->GetSigmaY2(),     sz2=cl->GetSigmaZ2();
-        Double_t sy3=fSeedErrorSY3, sy=fSeedErrorSY, sz=fSeedErrorSZ;
+       if ((track->StatusForTOF() > 0) &&
+            (track->GetNCross() == 0) && 
+            (Float_t(track->GetNumberOfClusters()) / Float_t(track->GetNExpected())  > 0.4)) {
+         //seed->UpdateTrackParams(track->GetBackupTrack(), AliESDtrack::kTRDbackup);
+       }
 
-        Double_t f20=(f1trd(x1,y1+sy,x2,y2,x3,y3)-x[2])/sy;
-        Double_t f22=(f1trd(x1,y1,x2,y2+sy,x3,y3)-x[2])/sy;
-        Double_t f24=(f1trd(x1,y1,x2,y2,x3,y3+sy)-x[2])/sy;
-        Double_t f30=(f2trd(x1,y1+sy,x2,y2,x3,y3)-x[3])/sy;
-        Double_t f32=(f2trd(x1,y1,x2,y2+sy,x3,y3)-x[3])/sy;
-        Double_t f34=(f2trd(x1,y1,x2,y2,x3,y3+sy)-x[3])/sy;
-        Double_t f40=(f3trd(x1,y1+sy,x2,y2,z1,z2)-x[4])/sy;
-        Double_t f41=(f3trd(x1,y1,x2,y2,z1+sz,z2)-x[4])/sz;
-        Double_t f42=(f3trd(x1,y1,x2,y2+sy,z1,z2)-x[4])/sy;
-        Double_t f43=(f3trd(x1,y1,x2,y2,z1,z2+sz)-x[4])/sz;
+      }
+    }
+    /**/
+
+    /**/
+    // Debug part of tracking
+    TTreeSRedirector &cstream = *fDebugStreamer;
+    Int_t eventNr = event->GetEventNumber();
+    if (AliTRDReconstructor::StreamLevel() > 0) {
+      if (track->GetBackupTrack()) {
+       cstream << "Tracks"
+               << "EventNr="  << eventNr
+               << "ESD.="     << seed
+               << "trd.="     << track
+               << "trdback.=" << track->GetBackupTrack()
+               << "\n";
+      }
+      else {
+       cstream << "Tracks"
+               << "EventNr="  << eventNr
+               << "ESD.="     << seed
+               << "trd.="     << track
+               << "trdback.=" << track
+               << "\n";
+      }
+    }
+    /**/
 
-        c[0]=sy1;
-        c[1]=0.;       c[2]=sz1;
-        c[3]=f20*sy1;  c[4]=0.;       c[5]=f20*sy1*f20+f22*sy2*f22+f24*sy3*f24;
-        c[6]=f30*sy1;  c[7]=0.;       c[8]=f30*sy1*f20+f32*sy2*f22+f34*sy3*f24;
-                                      c[9]=f30*sy1*f30+f32*sy2*f32+f34*sy3*f34;
-        c[10]=f40*sy1; c[11]=f41*sz1; c[12]=f40*sy1*f20+f42*sy2*f22;
-        c[13]=f40*sy1*f30+f42*sy2*f32;
-        c[14]=f40*sy1*f40+f41*sz1*f41+f42*sy2*f42+f43*sz2*f43;   
+    // Propagation to the TOF (I.Belikov)    
+    if (track->GetStop() == kFALSE) {
+      fHBackfit->Fill(5);
 
-        UInt_t index=r1.GetIndex(is);
-        AliTRDtrack *track=new AliTRDtrack(index, x, c, x1, ns*alpha+shift); 
+      Double_t xtof  = 371.0;
+      Double_t xTOF0 = 370.0;
+    
+      Double_t c2    = track->GetSnp() + track->GetC() * (xtof - track->GetX());
+      if (TMath::Abs(c2) >= 0.99) {
+       
+       fHBackfit->Fill(6);
+       delete track;
+       continue;
+      }
+      
+      PropagateToX(*track,xTOF0,fgkMaxStep);
 
-        Int_t rc=FindProlongation(*track,fTrSec,ns,i2);
-       
-        if ((rc < 0) || 
-            (track->GetNclusters() < (i1-i2)*fMinClustersInSeed)) delete track;
-        else { 
-         fSeeds->AddLast(track); fNseeds++; 
-         cerr<<"found seed "<<fNseeds<<endl;
+      // Energy losses taken to the account - check one more time
+      c2 = track->GetSnp() + track->GetC() * (xtof - track->GetX());
+      if (TMath::Abs(c2) >= 0.99) {
+       
+       fHBackfit->Fill(7);
+       delete track;
+       continue;
+      }
+      
+      //if (!PropagateToX(*track,xTOF0,fgkMaxStep)) {
+      //       fHBackfit->Fill(7);
+      //delete track;
+      //       continue;
+      //} 
+
+      Double_t ymax = xtof * TMath::Tan(0.5 * AliTRDgeometry::GetAlpha());
+      Double_t y; 
+      track->GetYAt(xtof,GetBz(),y);
+      if (y >  ymax) {
+       if (!track->Rotate( AliTRDgeometry::GetAlpha())) {
+         fHBackfit->Fill(8);
+         delete track;
+         continue;
        }
+      } 
+      else if (y < -ymax) {
+       if (!track->Rotate(-AliTRDgeometry::GetAlpha())) {
+         fHBackfit->Fill(9);
+         delete track;
+         continue;
+       }
+      }
+         
+      if (track->PropagateTo(xtof)) {
+       seed->UpdateTrackParams(track,AliESDtrack::kTRDout);
+       fHBackfit->Fill(10);
+
+        for (Int_t i = 0; i < AliESDtrack::kNPlane; i++) {
+          for (Int_t j = 0; j < AliESDtrack::kNSlice; j++) {
+            seed->SetTRDsignals(track->GetPIDsignals(i,j),i,j);
+         }
+          seed->SetTRDTimBin(track->GetPIDTimBin(i),i);
+        }
+       //seed->SetTRDtrack(new AliTRDtrack(*track));
+       if (track->GetNumberOfClusters() > foundMin) {
+         fHBackfit->Fill(11);
+          found++;
+       }
+      }
+
+    }
+    else {
+      
+      fHBackfit->Fill(12);
+      
+      if ((track->GetNumberOfClusters() >              15) &&
+          (track->GetNumberOfClusters() > 0.5*expectedClr)) {
+       
+       seed->UpdateTrackParams(track,AliESDtrack::kTRDout);
+       fHBackfit->Fill(13);
+
+       //seed->SetStatus(AliESDtrack::kTRDStop);    
+        for (Int_t i = 0; i < AliESDtrack::kNPlane; i++) {
+          for (Int_t j = 0; j <AliESDtrack::kNSlice; j++) {
+            seed->SetTRDsignals(track->GetPIDsignals(i,j),i,j);
+         }
+          seed->SetTRDTimBin(track->GetPIDTimBin(i),i);
+        }
+       //seed->SetTRDtrack(new AliTRDtrack(*track));
+       found++;
       }
+
     }
+
+    seed->SetTRDQuality(track->StatusForTOF());    
+    seed->SetTRDBudget(track->GetBudget(0));    
+  
+    fHBackfit->Fill(14);
+    delete track;
+  }
+
+  AliInfo(Form("Number of seeds: %d",fNseeds));
+  AliInfo(Form("Number of back propagated TRD tracks: %d",found));
+  
+  // New seeding
+  if (AliTRDReconstructor::SeedingOn()) {
+    MakeSeedsMI(3,5,event);
   }
 
-  fSeeds->Sort();
-}          
+  fSeeds->Clear(); 
+  fNseeds = 0;
 
-//___________________________________________________________________
-void AliTRDtracker::FindTracks() 
+  delete [] index;
+  delete [] quality;
+  
+  SaveLogHists();
+  
+  return 0;
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::RefitInward(AliESD *event)
 {
-  if (!fClusters) return; 
+  //
+  // Refits tracks within the TRD. The ESD event is expected to contain seeds 
+  // at the outer part of the TRD. 
+  // The tracks are propagated to the innermost time bin 
+  // of the TRD and the ESD event is updated
+  // Origin: Thomas KUHR (Thomas.Kuhr@cern.ch)
+  //
 
-  AliTRDtrackingSector fTrSec[AliTRDgeometry::kNsect];
-  SetUpSectors(fTrSec);
+  Int_t   timeBins = fTrSec[0]->GetNumberOfTimeBins();
+  Float_t foundMin = fgkMinClustersInTrack * timeBins; 
+  Int_t   nseed    = 0;
+  Int_t   found    = 0;
+  //Int_t innerTB    = fTrSec[0]->GetInnerTimeBin();
+  AliTRDtrack seed2;
+  
+  Int_t n = event->GetNumberOfTracks();
+  for (Int_t i = 0; i < n; i++) {
 
-  // find tracks
+    AliESDtrack *seed = event->GetTrack(i);
+    new (&seed2) AliTRDtrack(*seed);
+    fHRefit->Fill(0);
 
-  Int_t num_of_time_bins = fTrSec[0].GetNtimeBins(); 
-  Int_t nseed=fSeeds->GetEntriesFast();
+    if (seed2.GetX() < 270.0) {
+      seed->UpdateTrackParams(&seed2,AliESDtrack::kTRDbackup); // Backup TPC track - only update
+      fHRefit->Fill(1);
+      continue;
+    }
 
-  Int_t nSeedClusters;
-  for (Int_t i=0; i<nseed; i++) {
-    cerr<<"FindTracks: seed "<<i+1<<" out of "<<nseed<<endl;
+    ULong_t status = seed->GetStatus();
+    if ((status & AliESDtrack::kTRDout) == 0) {
+      fHRefit->Fill(2);
+      continue;
+    }
+    if ((status & AliESDtrack::kTRDin)  != 0) {
+      fHRefit->Fill(3);
+      continue;
+    }
+    
+    nseed++; 
+    fHRefit->Fill(4);
 
-    AliTRDtrack& t=*((AliTRDtrack*)fSeeds->UncheckedAt(i));
+    seed2.ResetCovariance(50.0); 
 
-    nSeedClusters = t.GetNclusters();
-    Double_t alpha=t.GetAlpha();
+    AliTRDtrack *pt = new AliTRDtrack(seed2,seed2.GetAlpha());
+    Int_t *indexes2 = seed2.GetIndexes();
+    for (Int_t i = 0; i < AliESDtrack::kNPlane;i++) {
+      for (Int_t j = 0; j < AliESDtrack::kNSlice;j++) {
+        pt->SetPIDsignals(seed2.GetPIDsignals(i,j),i,j);
+      }
+      pt->SetPIDTimBin(seed2.GetPIDTimBin(i),i);
+    }
 
-    if (alpha > 2.*TMath::Pi()) alpha -= 2.*TMath::Pi();
-    if (alpha < 0.            ) alpha += 2.*TMath::Pi();
-    Int_t ns=Int_t(alpha/AliTRDgeometry::GetAlpha())%AliTRDgeometry::kNsect;
+    Int_t *indexes3 = pt->GetBackupIndexes();
+    for (Int_t i = 0; i < 200;i++) {
+      if (indexes2[i] == 0) {
+        break;
+      }
+      indexes3[i] = indexes2[i];
+    }  
+        
+    //AliTRDtrack *pt = seed2;
+    AliTRDtrack &t = *pt; 
+    FollowProlongation(t); 
+    if (t.GetNumberOfClusters() >= foundMin) {
+      //UseClusters(&t);
+      //CookLabel(pt, 1-fgkLabelFraction);
+      t.CookdEdx();
+      CookdEdxTimBin(t);
+    }
+    found++;
 
-    if (FindProlongation(t,fTrSec,ns)) {
-      cerr<<"No of clusters in the track = "<<t.GetNclusters()<<endl; 
-      if (t.GetNclusters() >= Int_t(fMinClustersInTrack*num_of_time_bins)) {
-       Int_t label = GetTrackLabel(t);
-       t.SetLabel(label);
-       UseClusters(t);
+    Double_t xTPC = 250.0;
+    if (PropagateToX(t,xTPC,fgkMaxStep)) {
 
-        AliTRDtrack *pt = new AliTRDtrack(t);
-        fTracks->AddLast(pt); fNtracks++;     
+      seed->UpdateTrackParams(pt,AliESDtrack::kTRDrefit);
+      fHRefit->Fill(5);
 
-       cerr<<"found track "<<fNtracks<<endl;
-      }                         
-    }     
-    delete fSeeds->RemoveAt(i);  
-  }            
-}
+      for (Int_t i = 0; i < AliESDtrack::kNPlane; i++) {
+        for (Int_t j = 0; j < AliESDtrack::kNSlice; j++) {
+          seed->SetTRDsignals(pt->GetPIDsignals(i,j),i,j);
+       }
+        seed->SetTRDTimBin(pt->GetPIDTimBin(i),i);
+      }
+    }
+    else {
+      // If not prolongation to TPC - propagate without update
+      fHRefit->Fill(5);
+      AliTRDtrack *seed2 = new AliTRDtrack(*seed);
+      seed2->ResetCovariance(5.0); 
+      AliTRDtrack *pt2   = new AliTRDtrack(*seed2,seed2->GetAlpha());
+      delete seed2;
+      if (PropagateToX(*pt2,xTPC,fgkMaxStep)) { 
+        pt2->CookdEdx( ); 
+        CookdEdxTimBin(*pt2);
+       seed->UpdateTrackParams(pt2,AliESDtrack::kTRDrefit);
+       fHRefit->Fill(6);
+
+        for (Int_t i = 0; i < AliESDtrack::kNPlane; i++) {
+          for (Int_t j = 0; j < AliESDtrack::kNSlice; j++) {
+            seed->SetTRDsignals(pt2->GetPIDsignals(i,j),i,j);
+         }
+          seed->SetTRDTimBin(pt2->GetPIDTimBin(i),i);
+        }
+      }
+      delete pt2;
+    }
 
-//__________________________________________________________________
-void AliTRDtracker::UseClusters(AliTRDtrack t) {
-  Int_t ncl=t.GetNclusters();
-  for (Int_t i=0; i<ncl; i++) {
-    Int_t index = t.GetClusterIndex(i);
-    AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(index);
-    c->Use();
-  }
-}
+    delete pt;
 
-//__________________________________________________________________
-Int_t AliTRDtracker::GetTrackLabel(AliTRDtrack t) {
+  }   
 
-  Int_t label=123456789, index, i, j;
-  Int_t ncl=t.GetNclusters();
-  const Int_t range = AliTRDgeometry::kNplan * fGeom->GetTimeMax();
-  Bool_t label_added;
+  AliInfo(Form("Number of loaded seeds: %d",nseed));
+  AliInfo(Form("Number of found tracks from loaded seeds: %d",found));
 
-  //  Int_t s[range][2];
-  Int_t **s = new Int_t* [range];
-  for (i=0; i<range; i++) {
-    s[i] = new Int_t[2];
-  }
-  for (i=0; i<range; i++) {
-    s[i][0]=-1;
-    s[i][1]=0;
-  }
+  SaveLogHists();
+  return 0;
+}
 
-  Int_t t0,t1,t2;
-  for (i=0; i<ncl; i++) {
-    index=t.GetClusterIndex(i);
-    AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(index);
-    t0=c->GetTrackIndex(0);
-    t1=c->GetTrackIndex(1);
-    t2=c->GetTrackIndex(2);
-  }
+//_____________________________________________________________________________
+Int_t AliTRDtracker::FollowProlongation(AliTRDtrack &t)
+{
+  //
+  // Starting from current position on track=t this function tries
+  // to extrapolate the track up to timeBin=0 and to confirm prolongation
+  // if a close cluster is found. Returns the number of clusters
+  // expected to be found in sensitive layers
+  // GeoManager used to estimate mean density
+  //
 
-  for (i=0; i<ncl; i++) {
-    index=t.GetClusterIndex(i);
-    AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(index);
-    for (Int_t k=0; k<3; k++) { 
-      label=c->GetTrackIndex(k);
-      label_added=kFALSE; j=0;
-      if (label >= 0) {
-       while ( (!label_added) && ( j < range ) ) {
-         if (s[j][0]==label || s[j][1]==0) {
-           s[j][0]=label; 
-           s[j][1]=s[j][1]+1; 
-           label_added=kTRUE;
-         }
-         j++;
-       }
+  Int_t    sector;
+  Int_t    lastplane = GetLastPlane(&t);
+  Double_t radLength = 0.0;
+  Double_t rho       = 0.0;
+  Int_t    expectedNumberOfClusters = 0;
+
+  for (Int_t iplane = lastplane; iplane >= 0; iplane--) {
+
+    Int_t row0    = GetGlobalTimeBin(0,iplane,GetTimeBinsPerPlane()-1);
+    Int_t rowlast = GetGlobalTimeBin(0,iplane,0);
+
+    //
+    // Propagate track close to the plane if neccessary
+    //
+    Double_t currentx  = fTrSec[0]->GetLayer(rowlast)->GetX();
+    if (currentx < (-fgkMaxStep + t.GetX())) {
+      // Propagate closer to chamber - safety space fgkMaxStep      
+      if (!PropagateToX(t,currentx+fgkMaxStep,fgkMaxStep)) {
+        break;
       }
     }
-  }
 
-  Int_t max=0;
-  label = -123456789;
+    if (!AdjustSector(&t)) {
+      break;
+    }
 
-  for (i=0; i<range; i++) {
-    if (s[i][1]>max) {
-      max=s[i][1]; label=s[i][0];
+    //
+    // Get material budget
+    //
+    Double_t xyz0[3];
+    Double_t xyz1[3];
+    Double_t param[7];
+    Double_t x;
+    Double_t y;
+    Double_t z;
+
+    // Starting global position
+    t.GetXYZ(xyz0);   
+    // End global position
+    x = fTrSec[0]->GetLayer(row0)->GetX();
+    if (!t.GetProlongation(x,y,z)) {
+      break;
     }
-  }
-  delete []s;
-  if(max > ncl*fLabelFraction) return label;
-  else return -1;
-}
+    xyz1[0] =  x * TMath::Cos(t.GetAlpha()) - y * TMath::Sin(t.GetAlpha()); 
+    xyz1[1] = +x * TMath::Sin(t.GetAlpha()) + y * TMath::Cos(t.GetAlpha());
+    xyz1[2] =  z;
+    AliKalmanTrack::MeanMaterialBudget(xyz0,xyz1,param);       
+    rho       = param[0];
+    radLength = param[1]; // Get mean propagation parameters
+
+    //
+    // Propagate and update
+    //
+    sector = t.GetSector();
+    //for (Int_t itime=GetTimeBinsPerPlane()-1;itime>=0;itime--) {
+    for (Int_t itime = 0 ; itime < GetTimeBinsPerPlane(); itime++) {
+
+      Int_t ilayer = GetGlobalTimeBin(0,iplane,itime);
+      expectedNumberOfClusters++;       
+      t.SetNExpected(t.GetNExpected() + 1);
+      if (t.GetX() > 345.0) {
+        t.SetNExpectedLast(t.GetNExpectedLast() + 1);
+      }
+      AliTRDpropagationLayer &timeBin = *(fTrSec[sector]->GetLayer(ilayer));
+      AliTRDcluster *cl = 0;
+      UInt_t   index   = 0;
+      Double_t maxChi2 = fgkMaxChi2;
+      x = timeBin.GetX();
+
+      if (timeBin) {
+
+       AliTRDcluster *cl0 = timeBin[0];
+       if (!cl0) {
+          // No clusters in given time bin
+          continue;         
+       }
+
+       Int_t plane   = fGeom->GetPlane(cl0->GetDetector());
+       if (plane > lastplane) {
+          continue;
+       }
 
-//___________________________________________________________________
+       Int_t timebin = cl0->GetLocalTimeBin();
+       AliTRDcluster *cl2 = GetCluster(&t,plane,timebin,index);
 
-Int_t AliTRDtracker::WriteTracks(const Char_t *filename) {
+       if (cl2) {
 
-  TDirectory *savedir=gDirectory;   
+         cl = cl2;     
+         //Double_t h01 = GetTiltFactor(cl);    //I.B's fix
+         //maxChi2=t.GetPredictedChi2(cl,h01);
 
-  TFile *out=TFile::Open(filename,"RECREATE");
+       }       
+        if (cl) {
 
-  TTree tracktree("TreeT","Tree with TRD tracks");
+         //if (cl->GetNPads()<5) 
+         Double_t dxsample = timeBin.GetdX();
+         t.SetSampledEdx(TMath::Abs(cl->GetQ()/dxsample)); 
+          Double_t h01      = GetTiltFactor(cl);
+         Int_t    det      = cl->GetDetector();    
+         Int_t    plane    = fGeom->GetPlane(det);
+         if (t.GetX() > 345.0) {
+           t.SetNLast(t.GetNLast() + 1);
+           t.SetChi2Last(t.GetChi2Last() + maxChi2);
+         }
 
-  AliTRDtrack *iotrack=0;
-  tracktree.Branch("tracks","AliTRDtrack",&iotrack,32000,0);  
+         Double_t xcluster = cl->GetX();
+         t.PropagateTo(xcluster,radLength,rho);
 
-  Int_t ntracks=fTracks->GetEntriesFast();
+          if (!AdjustSector(&t)) {
+            break;           //I.B's fix
+         }
+         maxChi2 = t.GetPredictedChi2(cl,h01);
+          
+         if (maxChi2<1e+10)
+           if (!t.UpdateMI(cl,maxChi2,index,h01,plane)) {
+             // ????
+           }
 
-  for (Int_t i=0; i<ntracks; i++) {
-    AliTRDtrack *pt=(AliTRDtrack*)fTracks->UncheckedAt(i);
-    iotrack=pt;
-    tracktree.Fill(); 
-    cerr<<"WriteTracks: put track "<<i<<" in the tree"<<endl;
-  }
+       }                       
 
-  tracktree.Write(); 
-  out->Close(); 
+      }
 
-  savedir->cd();  
+    } 
 
-  cerr<<"WriteTracks: done"<<endl;
-  return 0;
-}
+  }
+
+  return expectedNumberOfClusters;  
+
+}                
 
 //_____________________________________________________________________________
-void AliTRDtracker::ReadClusters(TObjArray *array, const Char_t *filename, 
-Int_t option) 
+Int_t AliTRDtracker::FollowBackProlongation(AliTRDtrack &t)
 {
+  //  
+  // Starting from current radial position of track <t> this function
+  // extrapolates the track up to outer timebin and in the sensitive
+  // layers confirms prolongation if a close cluster is found. 
+  // Returns the number of clusters expected to be found in sensitive layers
+  // Use GEO manager for material Description
   //
-  // Reads AliTRDclusters (option >= 0) or AliTRDrecPoints (option < 0) 
-  // from the file. The names of the cluster tree and branches 
-  // should match the ones used in AliTRDclusterizer::WriteClusters()
+  // return number of assigned clusters ? 
   //
 
-  TDirectory *savedir=gDirectory; 
 
-  TFile *file = TFile::Open(filename);
-  if (!file->IsOpen()) {printf("Can't open file %s !\n",filename); return;} 
+  Int_t    sector;
+  Int_t    clusters[1000];
+  Double_t radLength = 0.0;
+  Double_t rho       = 0.0;
+  Int_t    expectedNumberOfClusters = 0;
+  Float_t  ratio0    = 0.0;
+  AliTRDtracklet tracklet;
 
-  TTree *tree = (TTree*)file->Get("ClusterTree");
-  Int_t nentr = (Int_t) tree->GetEntries();
-  printf("found %d entries in %s.\n",nentr,tree->GetName());
+  // Calibration fill 2D
+  AliTRDCalibra *calibra = AliTRDCalibra::Instance();
+  if (!calibra) {
+    AliInfo("Could not get Calibra instance\n");
+  }
+  if (calibra->GetMITracking()) {
+    calibra->ResetTrack();
+  }
 
-  TBranch *branch;
-  TObjArray *ioArray = new TObjArray(400);
+  for (Int_t i = 0; i < 1000; i++) {
+    clusters[i] = -1;
+  }
 
-  if( option < 0 ) {
-    branch = tree->GetBranch("RecPoints");
+  for (Int_t iplane = 0; iplane < AliESDtrack::kNPlane; iplane++) {
 
-    for (Int_t i=0; i<nentr; i++) {
-      branch->SetAddress(&ioArray);
-      tree->GetEvent(i);
-      Int_t npoints = ioArray->GetEntriesFast();
-      printf("Read %d rec. points from entry %d \n", npoints, i);
+    int hb = iplane * 10;
+    fHClSearch->Fill(hb);
 
-      for(Int_t j=0; j<npoints; j++) {
-       AliTRDrecPoint *p=(AliTRDrecPoint*)ioArray->UncheckedAt(j);
-       array->AddLast(p);
-       ioArray->RemoveAt(j);
+    Int_t    row0     = GetGlobalTimeBin(0,iplane,GetTimeBinsPerPlane()-1);
+    Int_t    rowlast  = GetGlobalTimeBin(0,iplane,0);
+    Double_t currentx = fTrSec[0]->GetLayer(row0)->GetX();
+    if (currentx < t.GetX()) {
+      fHClSearch->Fill(hb+1);
+      continue;
+    }
+
+    //
+    // Propagate closer to chamber if neccessary 
+    //
+    if (currentx > (fgkMaxStep + t.GetX())) {
+      if (!PropagateToX(t,currentx-fgkMaxStep,fgkMaxStep)) {
+       fHClSearch->Fill(hb+2);
+        break;
+      }
+    }
+    if (!AdjustSector(&t)) {
+      fHClSearch->Fill(hb+3);
+      break;
+    }
+    if (TMath::Abs(t.GetSnp()) > fgkMaxSnp) {
+      fHClSearch->Fill(hb+4);
+      break;
+    }
+
+    //
+    // Get material budget inside of chamber
+    //
+    Double_t xyz0[3];
+    Double_t xyz1[3];
+    Double_t param[7];
+    Double_t x;
+    Double_t y;
+    Double_t z;
+    // Starting global position
+    t.GetXYZ(xyz0);   
+    // End global position
+    x = fTrSec[0]->GetLayer(rowlast)->GetX();
+    if (!t.GetProlongation(x,y,z)) {
+      fHClSearch->Fill(hb+5);
+      break;
+    }
+    xyz1[0] =  x * TMath::Cos(t.GetAlpha()) - y * TMath::Sin(t.GetAlpha()); 
+    xyz1[1] = +x * TMath::Sin(t.GetAlpha()) + y * TMath::Cos(t.GetAlpha());
+    xyz1[2] =  z;
+    AliKalmanTrack::MeanMaterialBudget(xyz0,xyz1,param);       
+    rho       = param[0];
+    radLength = param[1]; // Get mean propagation parameters
+
+    //
+    // Find clusters
+    //
+    sector = t.GetSector();
+    Float_t ncl = FindClusters(sector,row0,rowlast,&t,clusters,tracklet);
+    fHNCl->Fill(tracklet.GetN());
+
+    if (tracklet.GetN() < GetTimeBinsPerPlane()/3) {
+      fHClSearch->Fill(hb+6);
+      continue;
+    }
+
+    //
+    // Propagate and update track
+    //
+    for (Int_t itime = GetTimeBinsPerPlane()-1; itime >= 0; itime--) {
+
+      Int_t ilayer = GetGlobalTimeBin(0, iplane,itime);
+      expectedNumberOfClusters++;       
+      t.SetNExpected(t.GetNExpected() + 1);
+      if (t.GetX() > 345.0) {
+        t.SetNExpectedLast(t.GetNExpectedLast() + 1);
+      }
+      AliTRDpropagationLayer &timeBin = *(fTrSec[sector]->GetLayer(ilayer));
+      AliTRDcluster *cl = 0;
+      UInt_t   index   = 0;
+      Double_t maxChi2 = fgkMaxChi2;
+      x = timeBin.GetX();
+
+      if (timeBin) {   
+
+       if (clusters[ilayer] > 0) {
+         index = clusters[ilayer];
+         cl    = (AliTRDcluster *)GetCluster(index);
+         //Double_t h01 = GetTiltFactor(cl);   // I.B's fix
+          //maxChi2=t.GetPredictedChi2(cl,h01); //
+       }
+       
+        if (cl) {
+
+         //if (cl->GetNPads() < 5) 
+         Double_t dxsample = timeBin.GetdX();
+         t.SetSampledEdx(TMath::Abs(cl->GetQ()/dxsample)); 
+          Double_t h01      = GetTiltFactor(cl);
+         Int_t    det      = cl->GetDetector();    
+         Int_t    plane    = fGeom->GetPlane(det);
+         if (t.GetX() > 345.0) {
+           t.SetNLast(t.GetNLast() + 1);
+           t.SetChi2Last(t.GetChi2Last() + maxChi2);
+         }
+         Double_t xcluster = cl->GetX();
+         t.PropagateTo(xcluster,radLength,rho);
+         maxChi2 = t.GetPredictedChi2(cl,h01);
+
+         if (maxChi2<1e+10)
+           if (!t.UpdateMI(cl,maxChi2,index,h01,plane)) {
+             if (!t.Update(cl,maxChi2,index,h01)) {
+               // ????
+             }
+           }  
+
+          if (calibra->GetMITracking()) {
+            calibra->UpdateHistograms(cl,&t);
+          }
+
+         // Reset material budget if 2 consecutive gold
+         if (plane > 0) { 
+           if ((t.GetTracklets(plane).GetN() + t.GetTracklets(plane-1).GetN()) > 20) {
+             t.SetBudget(2,0.0);
+           }
+         }
+
+       }
+
+      }
+
+    }
+
+    ratio0 = ncl / Float_t(fTimeBinsPerPlane);
+    Float_t ratio1 = Float_t(t.GetNumberOfClusters()+1) / Float_t(t.GetNExpected()+1); 
+    if ((tracklet.GetChi2()      <  18.0) && 
+        (ratio0                  >   0.8) && 
+        (ratio1                  >   0.6) && 
+        (ratio0+ratio1           >   1.5) && 
+        (t.GetNCross()           ==    0) && 
+        (TMath::Abs(t.GetSnp())  <  0.85) &&
+        (t.GetNumberOfClusters() >    20)){
+      //if (ratio0 > 0.8) {
+      t.MakeBackupTrack(); // Make backup of the track until is gold
+    }
+    
+  }
+
+  return expectedNumberOfClusters;  
+}         
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::PropagateToX(AliTRDtrack &t, Double_t xToGo, Double_t maxStep)
+{
+  //
+  // Starting from current radial position of track <t> this function
+  // extrapolates the track up to radial position <xToGo>. 
+  // Returns 1 if track reaches the plane, and 0 otherwise 
+  //
+
+  const Double_t kEpsilon = 0.00001;
+  //Double_t tanmax = TMath::Tan(0.5*AliTRDgeometry::GetAlpha()); 
+  Double_t xpos = t.GetX();
+  Double_t dir  = (xpos<xToGo) ? 1.0 : -1.0;
+
+  while (((xToGo-xpos)*dir) > kEpsilon) {
+
+    Double_t step = dir * TMath::Min(TMath::Abs(xToGo-xpos),maxStep);
+
+    Double_t xyz0[3];
+    Double_t xyz1[3];
+    Double_t param[7];
+    Double_t x;
+    Double_t y;
+    Double_t z;
+    // Starting global position
+    t.GetXYZ(xyz0);   
+    x = xpos + step;
+
+    if (!t.GetProlongation(x,y,z)) {
+      return 0; // No prolongation
+    }
+
+    xyz1[0] =  x * TMath::Cos(t.GetAlpha()) - y * TMath::Sin(t.GetAlpha()); 
+    xyz1[1] = +x * TMath::Sin(t.GetAlpha()) + y * TMath::Cos(t.GetAlpha());
+    xyz1[2] =  z;
+
+    AliKalmanTrack::MeanMaterialBudget(xyz0,xyz1,param);       
+    if (!t.PropagateTo(x,param[1],param[0])) {
+      return 0;
+    }
+    AdjustSector(&t);
+    xpos = t.GetX();
+
+  }
+
+  return 1;
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::LoadClusters(TTree *cTree)
+{
+  //
+  // Fills clusters into TRD tracking_sectors 
+  // Note that the numbering scheme for the TRD tracking_sectors 
+  // differs from that of TRD sectors
+  //
+
+  if (ReadClusters(fClusters,cTree)) {
+     AliError("Problem with reading the clusters !");
+     return 1;
+  }
+  Int_t ncl = fClusters->GetEntriesFast();
+  fNclusters = ncl;
+  AliInfo(Form("Sorting %d clusters",ncl));
+              
+  UInt_t index;
+  for (Int_t ichamber = 0; ichamber <  5; ichamber++) {
+    for (Int_t isector  = 0; isector  < 18;  isector++) {
+      fHoles[ichamber][isector] = kTRUE;
+    }
+  }
+
+  while (ncl--) {
+
+    AliTRDcluster *c = (AliTRDcluster *) fClusters->UncheckedAt(ncl);
+    Int_t detector       = c->GetDetector();
+    Int_t localTimeBin   = c->GetLocalTimeBin();
+    Int_t sector         = fGeom->GetSector(detector);
+    Int_t plane          = fGeom->GetPlane(detector);
+    Int_t trackingSector = CookSectorIndex(sector);
+
+    //if (c->GetLabel(0) > 0) {
+    if (c->GetQ() > 10) {
+      Int_t chamber = fGeom->GetChamber(detector);
+      fHoles[chamber][trackingSector] = kFALSE;
+    }
+
+    Int_t gtb = fTrSec[trackingSector]->CookTimeBinIndex(plane,localTimeBin);
+    if (gtb < 0) {
+      continue; 
+    }
+    Int_t layer = fTrSec[trackingSector]->GetLayerNumber(gtb);
+
+    index = ncl;
+
+    // Apply pos correction
+    Transform(c);  
+    fHXCl->Fill(c->GetX());
+
+    fTrSec[trackingSector]->GetLayer(layer)->SetX(c->GetX());
+    fTrSec[trackingSector]->GetLayer(layer)->InsertCluster(c,index);
+  }
+
+  return 0;
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::UnloadClusters() 
+{ 
+  //
+  // Clears the arrays of clusters and tracks. Resets sectors and timebins 
+  //
+
+  Int_t i;
+  Int_t nentr;
+
+  nentr = fClusters->GetEntriesFast();
+  for (i = 0; i < nentr; i++) {
+    delete fClusters->RemoveAt(i);
+  }
+  fNclusters = 0;
+
+  nentr = fSeeds->GetEntriesFast();
+  for (i = 0; i < nentr; i++) {
+    delete fSeeds->RemoveAt(i);
+  }
+
+  nentr = fTracks->GetEntriesFast();
+  for (i = 0; i < nentr; i++) {
+    delete fTracks->RemoveAt(i);
+  }
+
+  Int_t nsec = AliTRDgeometry::kNsect;
+  for (i = 0; i < nsec; i++) {    
+    for(Int_t pl = 0; pl < fTrSec[i]->GetNumberOfLayers(); pl++) {
+      fTrSec[i]->GetLayer(pl)->Clear();
+    }
+  }
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::MakeSeedsMI(Int_t /*inner*/, Int_t /*outer*/, AliESD *esd)
+{
+  //
+  // Creates  seeds using clusters between  position inner plane  and outer plane 
+  //
+
+  const Double_t kMaxTheta =  1.0;
+  const Double_t kMaxPhi   =  2.0;
+
+  const Double_t kRoad0y   =  6.0; // Road for middle cluster 
+  const Double_t kRoad0z   =  8.5; // Road for middle cluster 
+
+  const Double_t kRoad1y   =  2.0; // Road in y for seeded cluster
+  const Double_t kRoad1z   = 20.0; // Road in z for seeded cluster
+
+  const Double_t kRoad2y   =  3.0; // Road in y for extrapolated cluster
+  const Double_t kRoad2z   = 20.0; // Road in z for extrapolated cluster
+  const Int_t    kMaxSeed  = 3000;
+
+  Int_t maxSec = AliTRDgeometry::kNsect;  
+
+  // Linear fitters in planes
+  TLinearFitter fitterTC(2,"hyp2");  // Fitting with tilting pads - kz fixed - kz= Z/x, + vertex const
+  TLinearFitter fitterT2(4,"hyp4");  // Fitting with tilting pads - kz not fixed
+  fitterTC.StoreData(kTRUE);
+  fitterT2.StoreData(kTRUE);
+  AliRieman rieman(1000);            // Rieman fitter
+  AliRieman rieman2(1000);           // Rieman fitter
+
+  // Find the maximal and minimal layer for the planes
+  Int_t layers[6][2];
+  AliTRDpropagationLayer *reflayers[6];
+  for (Int_t i = 0; i < 6; i++) {
+    layers[i][0] = 10000; 
+    layers[i][1] = 0;
+  }
+  for (Int_t ns = 0; ns < maxSec; ns++) {
+    for (Int_t ilayer = 0; ilayer < fTrSec[ns]->GetNumberOfLayers(); ilayer++) {
+      AliTRDpropagationLayer &layer = *(fTrSec[ns]->GetLayer(ilayer));
+      if (layer == 0) {
+        continue;
+      }
+      Int_t det   = layer[0]->GetDetector();    
+      Int_t plane = fGeom->GetPlane(det);
+      if (ilayer < layers[plane][0]) {
+        layers[plane][0] = ilayer;
+      }
+      if (ilayer > layers[plane][1]) {
+        layers[plane][1] = ilayer;
+      }
+    }
+  }
+
+  AliTRDpadPlane *padPlane = AliTRDCommonParam::Instance()->GetPadPlane(0,0);
+  Double_t h01 = TMath::Tan(-TMath::Pi() / 180.0 * padPlane->GetTiltingAngle());
+  Double_t hL[6];                                                // Tilting angle
+  Double_t xcl[6];                                               // X - position of reference cluster
+  Double_t ycl[6];                                               // Y - position of reference cluster
+  Double_t zcl[6];                                               // Z - position of reference cluster
+
+  AliTRDcluster *cl[6] = {    0,    0,    0,    0,    0,    0 }; // Seeding clusters
+  Float_t padlength[6] = { 10.0, 10.0, 10.0, 10.0, 10.0, 10.0 }; // Current pad-length 
+
+  Double_t chi2R  = 0.0;
+  Double_t chi2Z  = 0.0;
+  Double_t chi2RF = 0.0;
+  Double_t chi2ZF = 0.0;
+
+  Int_t nclusters;                                               // Total number of clusters
+  for (Int_t i = 0; i < 6; i++) {
+    hL[i] = h01; 
+    if (i%2==1) {
+      hL[i]*=-1.0;
+    }
+  }
+
+  // Registered seed
+  AliTRDseed *pseed = new AliTRDseed[kMaxSeed*6];
+  AliTRDseed *seed[kMaxSeed];
+  for (Int_t iseed = 0; iseed < kMaxSeed; iseed++) {
+    seed[iseed]= &pseed[iseed*6];
+  }
+  AliTRDseed *cseed = seed[0];
+
+  Double_t seedquality[kMaxSeed];  
+  Double_t seedquality2[kMaxSeed];  
+  Double_t seedparams[kMaxSeed][7];
+  Int_t    seedlayer[kMaxSeed];
+  Int_t    registered = 0;
+  Int_t    sort[kMaxSeed];
+
+  //
+  // Seeding part
+  //
+  for (Int_t ns = 0; ns < maxSec; ns++) { // Loop over sectors
+  //for (Int_t ns = 0; ns < 5; ns++) { // Loop over sectors
+
+    registered   = 0; // Reset registerd seed counter
+    cseed        = seed[registered];
+    Float_t iter = 0.0;
+
+    for (Int_t sLayer = 2; sLayer >= 0; sLayer--) {
+      //for (Int_t dseed = 5; dseed < 15; dseed += 3) {
+
+      iter += 1.0;
+      Int_t dseed = 5 + Int_t(iter) * 3;
+
+      // Initialize seeding layers
+      for (Int_t ilayer = 0; ilayer < 6; ilayer++) {
+       reflayers[ilayer] = fTrSec[ns]->GetLayer(layers[ilayer][1]-dseed);
+       xcl[ilayer]       = reflayers[ilayer]->GetX();
+      }
+
+      Double_t xref = (xcl[sLayer+1] + xcl[sLayer+2]) * 0.5;      
+      AliTRDpropagationLayer &layer0 = *reflayers[sLayer+0];
+      AliTRDpropagationLayer &layer1 = *reflayers[sLayer+1];
+      AliTRDpropagationLayer &layer2 = *reflayers[sLayer+2];
+      AliTRDpropagationLayer &layer3 = *reflayers[sLayer+3];
+
+      Int_t maxn3 = layer3;
+      for (Int_t icl3 = 0; icl3 < maxn3; icl3++) {
+
+       AliTRDcluster *cl3 = layer3[icl3];
+       if (!cl3) {
+          continue;
+       }
+       padlength[sLayer+3] = TMath::Sqrt(cl3->GetSigmaZ2() * 12.0);
+       ycl[sLayer+3] = cl3->GetY();
+       zcl[sLayer+3] = cl3->GetZ();
+       Float_t yymin0 = ycl[sLayer+3] - 1.0 - kMaxPhi * (xcl[sLayer+3]-xcl[sLayer+0]);
+       Float_t yymax0 = ycl[sLayer+3] + 1.0 + kMaxPhi * (xcl[sLayer+3]-xcl[sLayer+0]);
+       Int_t   maxn0  = layer0;
+
+       for (Int_t icl0 = layer0.Find(yymin0); icl0 < maxn0; icl0++) {
+
+         AliTRDcluster *cl0 = layer0[icl0];
+         if (!cl0) {
+            continue;
+         }
+         if (cl3->IsUsed() && cl0->IsUsed()) {
+            continue;
+         }
+         ycl[sLayer+0] = cl0->GetY();
+         zcl[sLayer+0] = cl0->GetZ();
+         if (ycl[sLayer+0] > yymax0) {
+            break;
+         }
+         Double_t tanphi     = (ycl[sLayer+3]-ycl[sLayer+0]) / (xcl[sLayer+3]-xcl[sLayer+0]); 
+         if (TMath::Abs(tanphi)   > kMaxPhi) {
+            continue;
+         }
+         Double_t tantheta   = (zcl[sLayer+3]-zcl[sLayer+0]) / (xcl[sLayer+3]-xcl[sLayer+0]); 
+         if (TMath::Abs(tantheta) > kMaxTheta) {
+            continue; 
+         }
+         padlength[sLayer+0] = TMath::Sqrt(cl0->GetSigmaZ2() * 12.0);
+
+         // Expected position in 1 layer
+         Double_t y1exp = ycl[sLayer+0] + (tanphi)   * (xcl[sLayer+1]-xcl[sLayer+0]);    
+         Double_t z1exp = zcl[sLayer+0] + (tantheta) * (xcl[sLayer+1]-xcl[sLayer+0]);    
+         Float_t yymin1 = y1exp - kRoad0y - tanphi;
+         Float_t yymax1 = y1exp + kRoad0y + tanphi;
+         Int_t   maxn1  = layer1;
+
+         for (Int_t icl1 = layer1.Find(yymin1); icl1 < maxn1; icl1++) {
+
+           AliTRDcluster *cl1 = layer1[icl1];
+           if (!cl1) {
+              continue;
+           }
+           Int_t nusedCl = 0;
+           if (cl3->IsUsed()) nusedCl++;
+           if (cl0->IsUsed()) nusedCl++;
+           if (cl1->IsUsed()) nusedCl++;
+           if (nusedCl > 1) {
+              continue;
+           }
+           ycl[sLayer+1] = cl1->GetY();
+           zcl[sLayer+1] = cl1->GetZ();
+           if (ycl[sLayer+1] > yymax1) {
+              break;
+           }
+           if (TMath::Abs(ycl[sLayer+1]-y1exp) > kRoad0y+tanphi) {
+              continue;
+           }
+           if (TMath::Abs(zcl[sLayer+1]-z1exp) > kRoad0z) {
+              continue;
+           }
+           padlength[sLayer+1] = TMath::Sqrt(cl1->GetSigmaZ2() * 12.0);
+
+           Double_t y2exp  = ycl[sLayer+0]+(tanphi)   * (xcl[sLayer+2]-xcl[sLayer+0]) + (ycl[sLayer+1]-y1exp);   
+           Double_t z2exp  = zcl[sLayer+0]+(tantheta) * (xcl[sLayer+2]-xcl[sLayer+0]);
+           Int_t    index2 = layer2.FindNearestCluster(y2exp,z2exp,kRoad1y,kRoad1z);
+           if (index2 <= 0) {
+              continue; 
+           }
+           AliTRDcluster *cl2 = (AliTRDcluster *) GetCluster(index2);
+           padlength[sLayer+2] = TMath::Sqrt(cl2->GetSigmaZ2() * 12.0);
+           ycl[sLayer+2]       = cl2->GetY();
+           zcl[sLayer+2]       = cl2->GetZ();
+           if (TMath::Abs(cl2->GetZ()-z2exp) > kRoad0z) {
+              continue;
+           }
+
+           rieman.Reset();
+           rieman.AddPoint(xcl[sLayer+0],ycl[sLayer+0],zcl[sLayer+0],1,10);
+           rieman.AddPoint(xcl[sLayer+1],ycl[sLayer+1],zcl[sLayer+1],1,10);
+           rieman.AddPoint(xcl[sLayer+3],ycl[sLayer+3],zcl[sLayer+3],1,10);        
+           rieman.AddPoint(xcl[sLayer+2],ycl[sLayer+2],zcl[sLayer+2],1,10);
+           rieman.Update();
+
+           // Reset fitter
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             cseed[iLayer].Reset();
+           }     
+           chi2Z = 0.0; 
+            chi2R = 0.0;
+
+           for (Int_t iLayer = 0; iLayer < 4; iLayer++) {
+             cseed[sLayer+iLayer].SetZref(0,rieman.GetZat(xcl[sLayer+iLayer]));
+             chi2Z += (cseed[sLayer+iLayer].GetZref(0)- zcl[sLayer+iLayer])
+                    * (cseed[sLayer+iLayer].GetZref(0)- zcl[sLayer+iLayer]);
+             cseed[sLayer+iLayer].SetZref(1,rieman.GetDZat(xcl[sLayer+iLayer]));             
+             cseed[sLayer+iLayer].SetYref(0,rieman.GetYat(xcl[sLayer+iLayer]));
+             chi2R += (cseed[sLayer+iLayer].GetYref(0)- ycl[sLayer+iLayer])
+                    * (cseed[sLayer+iLayer].GetYref(0)- ycl[sLayer+iLayer]);
+             cseed[sLayer+iLayer].SetYref(1,rieman.GetDYat(xcl[sLayer+iLayer]));
+           }
+           if (TMath::Sqrt(chi2R) > 1.0/iter) {
+              continue;
+           }
+           if (TMath::Sqrt(chi2Z) > 7.0/iter) {
+              continue;
+           }
+
+           Float_t minmax[2] = { -100.0,  100.0 };
+           for (Int_t iLayer = 0; iLayer < 4; iLayer++) {
+             Float_t max = zcl[sLayer+iLayer]+padlength[sLayer+iLayer] * 0.5
+                          + 1.0 - cseed[sLayer+iLayer].GetZref(0);
+             if (max < minmax[1]) {
+                minmax[1] = max; 
+             }
+             Float_t min = zcl[sLayer+iLayer]-padlength[sLayer+iLayer] * 0.5
+                          - 1.0 - cseed[sLayer+iLayer].GetZref(0);
+             if (min > minmax[0]) {
+                minmax[0] = min; 
+             }
+           }
+
+           Bool_t isFake = kFALSE; 
+           if (cl0->GetLabel(0) != cl3->GetLabel(0)) {
+              isFake = kTRUE;
+           }
+           if (cl1->GetLabel(0) != cl3->GetLabel(0)) {
+              isFake = kTRUE;
+           }
+           if (cl2->GetLabel(0) != cl3->GetLabel(0)) {
+              isFake = kTRUE;
+           }
+
+           if (AliTRDReconstructor::StreamLevel() > 0) {
+             if ((!isFake) || ((icl3%10) == 0)) {  // Debugging print
+               TTreeSRedirector &cstream = *fDebugStreamer;
+               cstream << "Seeds0"
+                       << "isFake=" << isFake
+                       << "Cl0.="   << cl0
+                       << "Cl1.="   << cl1
+                       << "Cl2.="   << cl2
+                       << "Cl3.="   << cl3
+                       << "Xref="   << xref
+                       << "X0="     << xcl[sLayer+0]
+                       << "X1="     << xcl[sLayer+1]
+                       << "X2="     << xcl[sLayer+2]
+                       << "X3="     << xcl[sLayer+3]
+                       << "Y2exp="  << y2exp
+                       << "Z2exp="  << z2exp
+                       << "Chi2R="  << chi2R
+                       << "Chi2Z="  << chi2Z
+                       << "Seed0.=" << &cseed[sLayer+0]
+                       << "Seed1.=" << &cseed[sLayer+1]
+                       << "Seed2.=" << &cseed[sLayer+2]
+                       << "Seed3.=" << &cseed[sLayer+3]
+                       << "Zmin="   << minmax[0]
+                       << "Zmax="   << minmax[1]
+                       << "\n";
+             }
+           }
+
+           ////////////////////////////////////////////////////////////////////////////////////
+           //
+           // Fit seeding part
+           //
+           ////////////////////////////////////////////////////////////////////////////////////
+
+           cl[sLayer+0] = cl0;
+           cl[sLayer+1] = cl1;
+           cl[sLayer+2] = cl2;
+           cl[sLayer+3] = cl3;
+           Bool_t isOK = kTRUE;
+
+           for (Int_t jLayer = 0; jLayer < 4; jLayer++) {
+
+             cseed[sLayer+jLayer].SetTilt(hL[sLayer+jLayer]);
+             cseed[sLayer+jLayer].SetPadLength(padlength[sLayer+jLayer]);
+             cseed[sLayer+jLayer].SetX0(xcl[sLayer+jLayer]);
+
+             for (Int_t iter = 0; iter < 2; iter++) {
+
+               //
+               // In iteration 0 we try only one pad-row
+               // If quality not sufficient we try 2 pad-rows - about 5% of tracks cross 2 pad-rows
+               //
+               AliTRDseed tseed = cseed[sLayer+jLayer];
+               Float_t    roadz = padlength[sLayer+jLayer] * 0.5;
+               if (iter > 0) {
+                  roadz = padlength[sLayer+jLayer];
+               }
+
+               Float_t quality = 10000.0;
+
+               for (Int_t iTime = 2; iTime < 20; iTime++) { 
+
+                 AliTRDpropagationLayer &layer = *(fTrSec[ns]->GetLayer(layers[sLayer+jLayer][1]-iTime));
+                 Double_t dxlayer = layer.GetX() - xcl[sLayer+jLayer];          
+                 Double_t zexp    = cl[sLayer+jLayer]->GetZ();
+
+                 if (iter > 0) {
+                   // Try 2 pad-rows in second iteration
+                   zexp = tseed.GetZref(0) + tseed.GetZref(1) * dxlayer;
+                   if (zexp > cl[sLayer+jLayer]->GetZ()) {
+                      zexp = cl[sLayer+jLayer]->GetZ() + padlength[sLayer+jLayer]*0.5;
+                   }
+                   if (zexp < cl[sLayer+jLayer]->GetZ()) {
+                      zexp = cl[sLayer+jLayer]->GetZ() - padlength[sLayer+jLayer]*0.5;
+                   }
+                 }
+
+                 Double_t yexp  = tseed.GetYref(0) + tseed.GetYref(1) * dxlayer;
+                 Int_t    index = layer.FindNearestCluster(yexp,zexp,kRoad1y,roadz);
+                 if (index <= 0) {
+                    continue; 
+                 }
+                 AliTRDcluster *cl = (AliTRDcluster *) GetCluster(index);            
+
+                 tseed.SetIndexes(iTime,index);
+                 tseed.SetClusters(iTime,cl);  // Register cluster
+                 tseed.SetX(iTime,dxlayer);    // Register cluster
+                 tseed.SetY(iTime,cl->GetY()); // Register cluster
+                 tseed.SetZ(iTime,cl->GetZ()); // Register cluster
+
+               }
+
+               tseed.Update();
+
+               // Count the number of clusters and distortions into quality
+               Float_t dangle   = tseed.GetYfit(1) - tseed.GetYref(1);
+               Float_t tquality = (18.0 - tseed.GetN2()) / 2.0 + TMath::Abs(dangle) / 0.1
+                                 + TMath::Abs(tseed.GetYfit(0) - tseed.GetYref(0))   / 0.2
+                                 + 2.0 * TMath::Abs(tseed.GetMeanz() - tseed.GetZref(0)) / padlength[jLayer];
+               if ((iter == 0) && tseed.IsOK()) {
+                 cseed[sLayer+jLayer] = tseed;
+                 quality              = tquality;
+                 if (tquality < 5) {
+                    break;  
+                 }
+               }
+               if (tseed.IsOK() && (tquality < quality)) {
+                 cseed[sLayer+jLayer] = tseed;
+               }
+       
+             } // Loop: iter
+
+             if (!cseed[sLayer+jLayer].IsOK()) {
+               isOK = kFALSE;
+               break;
+             }
+
+             cseed[sLayer+jLayer].CookLabels();
+             cseed[sLayer+jLayer].UpdateUsed();
+             nusedCl += cseed[sLayer+jLayer].GetNUsed();
+             if (nusedCl > 25) {
+               isOK = kFALSE;
+               break;
+             }
+
+           } // Loop: jLayer
+
+           if (!isOK) {
+              continue;
+           }
+           nclusters = 0;
+           for (Int_t iLayer = 0; iLayer < 4; iLayer++) {
+             if (cseed[sLayer+iLayer].IsOK()) {
+               nclusters += cseed[sLayer+iLayer].GetN2();          
+             }
+           }
+
+           // Iteration 0
+           rieman.Reset();
+           for (Int_t iLayer = 0; iLayer < 4; iLayer++) {
+             rieman.AddPoint(xcl[sLayer+iLayer]
+                            ,cseed[sLayer+iLayer].GetYfitR(0)
+                            ,cseed[sLayer+iLayer].GetZProb()
+                             ,1
+                             ,10);
+           }
+           rieman.Update();
+
+           chi2R = 0.0; 
+            chi2Z = 0.0;
+
+           for (Int_t iLayer = 0; iLayer < 4; iLayer++) {
+             cseed[sLayer+iLayer].SetYref(0,rieman.GetYat(xcl[sLayer+iLayer]));
+             chi2R += (cseed[sLayer+iLayer].GetYref(0) - cseed[sLayer+iLayer].GetYfitR(0))
+                     * (cseed[sLayer+iLayer].GetYref(0) - cseed[sLayer+iLayer].GetYfitR(0));
+             cseed[sLayer+iLayer].SetYref(1,rieman.GetDYat(xcl[sLayer+iLayer]));
+             cseed[sLayer+iLayer].SetZref(0,rieman.GetZat(xcl[sLayer+iLayer]));
+             chi2Z += (cseed[sLayer+iLayer].GetZref(0) - cseed[sLayer+iLayer].GetMeanz())
+                     * (cseed[sLayer+iLayer].GetZref(0) - cseed[sLayer+iLayer].GetMeanz());
+             cseed[sLayer+iLayer].SetZref(1,rieman.GetDZat(xcl[sLayer+iLayer]));
+           }
+           Double_t curv = rieman.GetC();
+
+           //
+           // Likelihoods
+           //
+           Double_t sumda     = TMath::Abs(cseed[sLayer+0].GetYfitR(1) - cseed[sLayer+0].GetYref(1))
+                               + TMath::Abs(cseed[sLayer+1].GetYfitR(1) - cseed[sLayer+1].GetYref(1))
+                               + TMath::Abs(cseed[sLayer+2].GetYfitR(1) - cseed[sLayer+2].GetYref(1))
+                               + TMath::Abs(cseed[sLayer+3].GetYfitR(1) - cseed[sLayer+3].GetYref(1));
+           Double_t likea     = TMath::Exp(-sumda*10.6);
+           Double_t likechi2  = 0.0000000001;
+           if (chi2R < 0.5) {
+              likechi2 += TMath::Exp(-TMath::Sqrt(chi2R) * 7.73);
+           }
+           Double_t likechi2z = TMath::Exp(-chi2Z * 0.088) / TMath::Exp(-chi2Z * 0.019);
+           Double_t likeN     = TMath::Exp(-(72 - nclusters) * 0.19);
+           Double_t like      = likea * likechi2 * likechi2z * likeN;
+           Double_t likePrimY = TMath::Exp(-TMath::Abs(cseed[sLayer+0].GetYref(1) - 130.0*curv) * 1.9);
+           Double_t likePrimZ = TMath::Exp(-TMath::Abs(cseed[sLayer+0].GetZref(1)
+                                                      - cseed[sLayer+0].GetZref(0) / xcl[sLayer+0]) * 5.9);
+           Double_t likePrim  = TMath::Max(likePrimY*likePrimZ,0.0005);
+                                           
+           seedquality[registered] = like; 
+           seedlayer[registered]   = sLayer;
+           if (TMath::Log(0.000000000000001 + like) < -15) {
+              continue;
+           }
+           AliTRDseed seedb[6];
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             seedb[iLayer] = cseed[iLayer]; 
+           }
+
+           ////////////////////////////////////////////////////////////////////////////////////
+           //
+           // Full track fit part
+           //
+           ////////////////////////////////////////////////////////////////////////////////////
+
+           Int_t nlayers  = 0;
+           Int_t nusedf   = 0;
+           Int_t findable = 0;
+
+           //
+           // Add new layers  - avoid long extrapolation
+           //
+           Int_t tLayer[2] = { 0, 0 };
+           if (sLayer == 2) {
+              tLayer[0] = 1; 
+              tLayer[1] = 0;
+            }
+           if (sLayer == 1) {
+              tLayer[0] = 5; 
+              tLayer[1] = 0;
+            }
+           if (sLayer == 0) {
+              tLayer[0] = 4; 
+              tLayer[1] = 5;
+            }
+
+           for (Int_t iLayer = 0; iLayer < 2; iLayer++) {
+             Int_t jLayer = tLayer[iLayer]; // Set tracking layer            
+             cseed[jLayer].Reset();
+             cseed[jLayer].SetTilt(hL[jLayer]);
+             cseed[jLayer].SetPadLength(padlength[jLayer]);
+             cseed[jLayer].SetX0(xcl[jLayer]);
+             // Get pad length and rough cluster
+             Int_t indexdummy = reflayers[jLayer]->FindNearestCluster(cseed[jLayer].GetYref(0)
+                                                                     ,cseed[jLayer].GetZref(0)
+                                                                      ,kRoad2y
+                                                                      ,kRoad2z);
+             if (indexdummy <= 0) {
+                continue; 
+             }
+             AliTRDcluster *cldummy = (AliTRDcluster *) GetCluster(indexdummy);
+             padlength[jLayer]      = TMath::Sqrt(cldummy->GetSigmaZ2() * 12.0);
+           }
+           AliTRDseed::FitRiemanTilt(cseed,kTRUE);
+
+           for (Int_t iLayer = 0; iLayer < 2; iLayer++) {
+
+             Int_t    jLayer = tLayer[iLayer];      // set tracking layer      
+             if ((jLayer == 0) && !(cseed[1].IsOK())) {
+                continue;  // break not allowed
+             }
+             if ((jLayer == 5) && !(cseed[4].IsOK())) {
+                continue;  // break not allowed
+             }
+             Float_t  zexp   = cseed[jLayer].GetZref(0);
+             Double_t zroad  = padlength[jLayer] * 0.5 + 1.0;
+
+             for (Int_t iter = 0; iter < 2; iter++) {
+
+               AliTRDseed tseed = cseed[jLayer];
+               Float_t quality = 10000.0;
+
+               for (Int_t iTime = 2; iTime < 20; iTime++) { 
+                 AliTRDpropagationLayer &layer = *(fTrSec[ns]->GetLayer(layers[jLayer][1]-iTime));
+                 Double_t dxlayer = layer.GetX()-xcl[jLayer];
+                 Double_t yexp    = tseed.GetYref(0) + tseed.GetYref(1) * dxlayer;
+                 Float_t  yroad   = kRoad1y;
+                 Int_t    index   = layer.FindNearestCluster(yexp,zexp,yroad,zroad);
+                 if (index <= 0) {
+                    continue; 
+                 }
+                 AliTRDcluster *cl = (AliTRDcluster *) GetCluster(index);            
+                 tseed.SetIndexes(iTime,index);
+                 tseed.SetClusters(iTime,cl);  // Register cluster
+                 tseed.SetX(iTime,dxlayer);    // Register cluster
+                 tseed.SetY(iTime,cl->GetY()); // Register cluster
+                 tseed.SetZ(iTime,cl->GetZ()); // Register cluster
+               }
+
+               tseed.Update();
+               if (tseed.IsOK()) {
+                 Float_t dangle   = tseed.GetYfit(1) - tseed.GetYref(1);
+                 Float_t tquality = (18.0 - tseed.GetN2())/2.0 + TMath::Abs(dangle) / 0.1
+                                   + TMath::Abs(tseed.GetYfit(0) - tseed.GetYref(0)) / 0.2
+                                   + 2.0 * TMath::Abs(tseed.GetMeanz() - tseed.GetZref(0)) / padlength[jLayer];
+                 if (tquality < quality) {
+                   cseed[jLayer] = tseed;
+                   quality       = tquality;
+                 }
+               }
+
+               zroad *= 2.0;
+
+             } // Loop: iter
+
+             if ( cseed[jLayer].IsOK()) {
+               cseed[jLayer].CookLabels();
+               cseed[jLayer].UpdateUsed();
+               nusedf += cseed[jLayer].GetNUsed();
+               AliTRDseed::FitRiemanTilt(cseed,kTRUE);
+             }
+
+           } // Loop: iLayer
+
+           // Make copy
+           AliTRDseed bseed[6];
+           for (Int_t jLayer = 0; jLayer < 6; jLayer++) {
+             bseed[jLayer] = cseed[jLayer];
+           }
+           Float_t lastquality = 10000.0;
+           Float_t lastchi2    = 10000.0;
+           Float_t chi2        =  1000.0;
+
+           for (Int_t iter = 0; iter < 4; iter++) {
+
+             // Sort tracklets according "quality", try to "improve" 4 worst 
+             Float_t sumquality = 0.0;
+             Float_t squality[6];
+             Int_t   sortindexes[6];
+
+             for (Int_t jLayer = 0; jLayer < 6; jLayer++) {
+               if (bseed[jLayer].IsOK()) { 
+                 AliTRDseed &tseed = bseed[jLayer];
+                 Double_t zcor     = tseed.GetTilt() * (tseed.GetZProb() - tseed.GetZref(0));
+                 Float_t  dangle   = tseed.GetYfit(1) - tseed.GetYref(1);
+                 Float_t  tquality = (18.0 - tseed.GetN2()) / 2.0 + TMath::Abs(dangle)        / 0.1
+                                    + TMath::Abs(tseed.GetYfit(0) - (tseed.GetYref(0) - zcor)) / 0.2
+                                    + 2.0 * TMath::Abs(tseed.GetMeanz() - tseed.GetZref(0))    / padlength[jLayer];
+                 squality[jLayer]  = tquality;
+               }
+               else {
+                  squality[jLayer] = -1.0;
+               }
+               sumquality +=squality[jLayer];
+             }
+
+             if ((sumquality >= lastquality) ||  
+                  (chi2       >     lastchi2)) {
+                break;
+             }
+             lastquality = sumquality;  
+             lastchi2    = chi2;
+             if (iter > 0) {
+               for (Int_t jLayer = 0; jLayer < 6; jLayer++) {
+                 cseed[jLayer] = bseed[jLayer];
+               }
+             }
+             TMath::Sort(6,squality,sortindexes,kFALSE);
+
+             for (Int_t jLayer = 5; jLayer > 1; jLayer--) {
+
+               Int_t bLayer = sortindexes[jLayer];
+               AliTRDseed tseed = bseed[bLayer];
+
+               for (Int_t iTime = 2; iTime < 20; iTime++) { 
+
+                 AliTRDpropagationLayer &layer = *(fTrSec[ns]->GetLayer(layers[bLayer][1]-iTime));
+                 Double_t dxlayer = layer.GetX() - xcl[bLayer];
+                 Double_t zexp    = tseed.GetZref(0);
+                 Double_t zcor    = tseed.GetTilt() * (tseed.GetZProb() - tseed.GetZref(0));
+                 Float_t  roadz   = padlength[bLayer] + 1;
+                 if (TMath::Abs(tseed.GetZProb() - zexp) > 0.5*padlength[bLayer]) {
+                    roadz = padlength[bLayer] * 0.5;
+                  }
+                 if (tseed.GetZfit(1)*tseed.GetZref(1)   < 0.0) {
+                    roadz = padlength[bLayer] * 0.5;
+                  }
+                 if (TMath::Abs(tseed.GetZProb() - zexp) < 0.1*padlength[bLayer]) {
+                   zexp  = tseed.GetZProb(); 
+                   roadz = padlength[bLayer] * 0.5;
+                 }
+
+                 Double_t yexp  = tseed.GetYref(0) + tseed.GetYref(1) * dxlayer - zcor;
+                 Int_t    index = layer.FindNearestCluster(yexp,zexp,kRoad1y,roadz);
+                 if (index <= 0) {
+                    continue; 
+                 }
+                 AliTRDcluster *cl = (AliTRDcluster *) GetCluster(index);            
+
+                 tseed.SetIndexes(iTime,index);
+                 tseed.SetClusters(iTime,cl);  // Register cluster
+                 tseed.SetX(iTime,dxlayer);    // Register cluster
+                 tseed.SetY(iTime,cl->GetY()); // Register cluster
+                 tseed.SetZ(iTime,cl->GetZ()); // Register cluster
+
+               }
+
+               tseed.Update();
+               if (tseed.IsOK()) {
+                 Float_t  dangle   = tseed.GetYfit(1) - tseed.GetYref(1);
+                 Double_t zcor     = tseed.GetTilt() * (tseed.GetZProb() - tseed.GetZref(0));
+                 Float_t  tquality = (18.0 - tseed.GetN2()) / 2.0 
+                                    + TMath::Abs(dangle)     / 0.1
+                                    + TMath::Abs(tseed.GetYfit(0) - (tseed.GetYref(0) - zcor)) / 0.2
+                                    + 2.0 * TMath::Abs(tseed.GetMeanz() - tseed.GetZref(0))    / padlength[jLayer];
+                 if (tquality<squality[bLayer]) {
+                   bseed[bLayer] = tseed;
+                 }
+               }
+
+             } // Loop: jLayer
+
+             chi2 = AliTRDseed::FitRiemanTilt(bseed,kTRUE);
+
+           } // Loop: iter
+
+           nclusters = 0;
+           nlayers   = 0;
+           findable  = 0;
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (TMath::Abs(cseed[iLayer].GetYref(0) / cseed[iLayer].GetX0()) < 0.15) {
+               findable++;
+             }
+             if (cseed[iLayer].IsOK()) {
+               nclusters += cseed[iLayer].GetN2();         
+               nlayers++;
+             }
+           }
+           if (nlayers < 3) {
+              continue;
+           }
+           rieman.Reset();
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (cseed[iLayer].IsOK()) {
+                rieman.AddPoint(xcl[iLayer]
+                              ,cseed[iLayer].GetYfitR(0)
+                              ,cseed[iLayer].GetZProb()
+                               ,1
+                               ,10);
+             }
+           }
+           rieman.Update();
+
+           chi2RF = 0.0;
+           chi2ZF = 0.0;
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (cseed[iLayer].IsOK()) {
+               cseed[iLayer].SetYref(0,rieman.GetYat(xcl[iLayer]));
+               chi2RF += (cseed[iLayer].GetYref(0) - cseed[iLayer].GetYfitR(0))
+                        * (cseed[iLayer].GetYref(0) - cseed[iLayer].GetYfitR(0));
+               cseed[iLayer].SetYref(1,rieman.GetDYat(xcl[iLayer]));
+               cseed[iLayer].SetZref(0,rieman.GetZat(xcl[iLayer]));
+               chi2ZF += (cseed[iLayer].GetZref(0) - cseed[iLayer].GetMeanz())
+                        * (cseed[iLayer].GetZref(0) - cseed[iLayer].GetMeanz());
+               cseed[iLayer].SetZref(1,rieman.GetDZat(xcl[iLayer]));
+             }
+           }
+           chi2RF /= TMath::Max((nlayers - 3.0),1.0);
+           chi2ZF /= TMath::Max((nlayers - 3.0),1.0);
+           curv    = rieman.GetC();
+
+           Double_t xref2 = (xcl[2] + xcl[3]) * 0.5; // Middle of the chamber
+           Double_t dzmf  = rieman.GetDZat(xref2);
+           Double_t zmf   = rieman.GetZat(xref2);
+
+           //
+           // Fit hyperplane
+           //
+           Int_t npointsT = 0;
+           fitterTC.ClearPoints();
+           fitterT2.ClearPoints();
+           rieman2.Reset();
+
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+
+             if (!cseed[iLayer].IsOK()) {
+                continue;
+             }
+
+             for (Int_t itime = 0; itime < 25; itime++) {
+
+               if (!cseed[iLayer].IsUsable(itime)) {
+                  continue;
+               }
+                // X relative to the middle chamber
+               Double_t x  = cseed[iLayer].GetX(itime) + cseed[iLayer].GetX0() - xref2;  
+               Double_t y  = cseed[iLayer].GetY(itime);
+               Double_t z  = cseed[iLayer].GetZ(itime);
+               // ExB correction to the correction
+               // Tilted rieman
+               Double_t uvt[6];
+                // Global x
+               Double_t x2 = cseed[iLayer].GetX(itime) + cseed[iLayer].GetX0();      
+               Double_t t  = 1.0 / (x2*x2 + y*y);
+               uvt[1] = t;                 // t
+               uvt[0] = 2.0 * x2 * uvt[1]; // u 
+               uvt[2] = 2.0 * hL[iLayer] * uvt[1];
+               uvt[3] = 2.0 * hL[iLayer] * x * uvt[1];       
+               uvt[4] = 2.0 * (y + hL[iLayer]*z) * uvt[1];
+               Double_t error = 2.0 * 0.2 * uvt[1];
+               fitterT2.AddPoint(uvt,uvt[4],error);
+
+               //
+               // Constrained rieman
+               // 
+               z = cseed[iLayer].GetZ(itime);
+               uvt[0] = 2.0 * x2 * t; // u 
+               uvt[1] = 2.0 * hL[iLayer] * x2 * uvt[1];              
+               uvt[2] = 2.0 * (y + hL[iLayer] * (z - GetZ())) * t;
+               fitterTC.AddPoint(uvt,uvt[2],error);
+               rieman2.AddPoint(x2,y,z,1,10);
+               npointsT++;
+
+             }
+
+           } // Loop: iLayer
+
+           rieman2.Update();
+           fitterTC.Eval();
+           fitterT2.Eval();
+           Double_t rpolz0 = fitterT2.GetParameter(3);
+           Double_t rpolz1 = fitterT2.GetParameter(4);     
+
+           //
+           // Linear fitter  - not possible to make boundaries
+           // Do not accept non possible z and dzdx combinations
+           //      
+           Bool_t acceptablez = kTRUE;
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (cseed[iLayer].IsOK()) {
+               Double_t zT2 = rpolz0 + rpolz1 * (xcl[iLayer] - xref2);
+               if (TMath::Abs(cseed[iLayer].GetZProb() - zT2) > padlength[iLayer] * 0.5 + 1.0) {
+                 acceptablez = kFALSE;
+               }
+             }
+           }
+           if (!acceptablez) {
+             fitterT2.FixParameter(3,zmf);
+             fitterT2.FixParameter(4,dzmf);
+             fitterT2.Eval();
+             fitterT2.ReleaseParameter(3);
+             fitterT2.ReleaseParameter(4);
+             rpolz0 = fitterT2.GetParameter(3);
+             rpolz1 = fitterT2.GetParameter(4);
+           }
+
+           Double_t chi2TR = fitterT2.GetChisquare() / Float_t(npointsT);
+           Double_t chi2TC = fitterTC.GetChisquare() / Float_t(npointsT);
+           Double_t polz1c = fitterTC.GetParameter(2);
+           Double_t polz0c = polz1c * xref2;
+           Double_t aC     =  fitterTC.GetParameter(0);
+           Double_t bC     =  fitterTC.GetParameter(1);
+           Double_t cC     =  aC / TMath::Sqrt(bC * bC + 1.0); // Curvature
+           Double_t aR     =  fitterT2.GetParameter(0);
+           Double_t bR     =  fitterT2.GetParameter(1);
+           Double_t dR     =  fitterT2.GetParameter(2);            
+           Double_t cR     =  1.0 + bR*bR - dR*aR;
+           Double_t dca    =  0.0;         
+           if (cR > 0.0) {
+             dca = -dR / (TMath::Sqrt(1.0 + bR*bR - dR*aR) + TMath::Sqrt(1.0 + bR*bR)); 
+             cR  =  aR / TMath::Sqrt(cR);
+           }
+
+           Double_t chi2ZT2 = 0.0;
+            Double_t chi2ZTC = 0.0;
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (cseed[iLayer].IsOK()) {
+               Double_t zT2 = rpolz0 + rpolz1 * (xcl[iLayer] - xref2);
+               Double_t zTC = polz0c + polz1c * (xcl[iLayer] - xref2);
+               chi2ZT2 += TMath::Abs(cseed[iLayer].GetMeanz() - zT2);
+               chi2ZTC += TMath::Abs(cseed[iLayer].GetMeanz() - zTC);
+             }
+           }
+           chi2ZT2 /= TMath::Max((nlayers - 3.0),1.0);
+           chi2ZTC /= TMath::Max((nlayers - 3.0),1.0);     
+
+           AliTRDseed::FitRiemanTilt(cseed,kTRUE);
+           Float_t sumdaf = 0.0;
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (cseed[iLayer].IsOK()) {
+               sumdaf += TMath::Abs((cseed[iLayer].GetYfit(1) - cseed[iLayer].GetYref(1))
+                                    / cseed[iLayer].GetSigmaY2());
+             }
+           }
+           sumdaf /= Float_t (nlayers - 2.0);
+
+           //
+           // Likelihoods for full track
+           //
+           Double_t likezf     = TMath::Exp(-chi2ZF * 0.14);
+           Double_t likechi2C  = TMath::Exp(-chi2TC * 0.677);
+           Double_t likechi2TR = TMath::Exp(-chi2TR * 0.78);
+           Double_t likeaf     = TMath::Exp(-sumdaf * 3.23);
+           seedquality2[registered] = likezf * likechi2TR * likeaf; 
+
+           // Still needed ????
+//         Bool_t isGold = kFALSE;
+//         
+//         if (nlayers == 6        && TMath::Log(0.000000001+seedquality2[index])<-5.) isGold =kTRUE;   // gold
+//         if (nlayers == findable && TMath::Log(0.000000001+seedquality2[index])<-4.) isGold =kTRUE;   // gold
+//         if (isGold &&nusedf<10){
+//           for (Int_t jLayer=0;jLayer<6;jLayer++){
+//             if ( seed[index][jLayer].IsOK()&&TMath::Abs(seed[index][jLayer].fYfit[1]-seed[index][jLayer].fYfit[1])<0.1)
+//               seed[index][jLayer].UseClusters();  //sign gold
+//           }
+//         }
+
+           Int_t index0 = 0;
+           if (!cseed[0].IsOK()) {
+             index0 = 1;
+             if (!cseed[1].IsOK()) {
+                index0 = 2;
+             }
+           }
+           seedparams[registered][0] = cseed[index0].GetX0();
+           seedparams[registered][1] = cseed[index0].GetYref(0);
+           seedparams[registered][2] = cseed[index0].GetZref(0);
+           seedparams[registered][5] = cR;
+           seedparams[registered][3] = cseed[index0].GetX0() * cR - TMath::Sin(TMath::ATan(cseed[0].GetYref(1)));
+           seedparams[registered][4] = cseed[index0].GetZref(1)
+                                      /        TMath::Sqrt(1.0 + cseed[index0].GetYref(1) * cseed[index0].GetYref(1));
+           seedparams[registered][6] = ns;
+
+           Int_t labels[12];
+            Int_t outlab[24];
+           Int_t nlab = 0;
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             if (!cseed[iLayer].IsOK()) {
+                continue;
+             }
+             if (cseed[iLayer].GetLabels(0) >= 0) {
+               labels[nlab] = cseed[iLayer].GetLabels(0);
+               nlab++;
+             }
+             if (cseed[iLayer].GetLabels(1) >= 0) {
+               labels[nlab] = cseed[iLayer].GetLabels(1);
+               nlab++;
+             }
+           }
+           Freq(nlab,labels,outlab,kFALSE);
+           Int_t label     = outlab[0];
+           Int_t frequency = outlab[1];
+           for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+             cseed[iLayer].SetFreq(frequency);
+             cseed[iLayer].SetC(cR);
+             cseed[iLayer].SetCC(cC);
+             cseed[iLayer].SetChi2(chi2TR);
+             cseed[iLayer].SetChi2Z(chi2ZF);
+           }
+
+           // Debugging print
+           if (1 || (!isFake)) {
+             Float_t zvertex = GetZ();
+             TTreeSRedirector &cstream = *fDebugStreamer;
+             if (AliTRDReconstructor::StreamLevel() > 0) {
+               cstream << "Seeds1"
+                       << "isFake="     << isFake
+                       << "Vertex="     << zvertex
+                       << "Rieman2.="   << &rieman2
+                       << "Rieman.="    << &rieman
+                       << "Xref="       << xref
+                       << "X0="         << xcl[0]
+                       << "X1="         << xcl[1]
+                       << "X2="         << xcl[2]
+                       << "X3="         << xcl[3]
+                       << "X4="         << xcl[4]
+                       << "X5="         << xcl[5]
+                       << "Chi2R="      << chi2R
+                       << "Chi2Z="      << chi2Z
+                       << "Chi2RF="     << chi2RF  // Chi2 of trackletes on full track
+                       << "Chi2ZF="     << chi2ZF  // Chi2 z on tracklets on full track
+                       << "Chi2ZT2="    << chi2ZT2 // Chi2 z on tracklets on full track  - rieman tilt
+                       << "Chi2ZTC="    << chi2ZTC // Chi2 z on tracklets on full track  - rieman tilt const
+                       << "Chi2TR="     << chi2TR  // Chi2 without vertex constrain
+                       << "Chi2TC="     << chi2TC  // Chi2 with    vertex constrain
+                       << "C="          << curv    // Non constrained - no tilt correction
+                       << "DR="         << dR      // DR parameter    - tilt correction
+                       << "DCA="        << dca     // DCA             - tilt correction
+                       << "CR="         << cR      // Non constrained curvature - tilt correction
+                       << "CC="         << cC      // Constrained curvature
+                       << "Polz0="      << polz0c
+                       << "Polz1="      << polz1c
+                       << "RPolz0="     << rpolz0
+                       << "RPolz1="     << rpolz1
+                       << "Ncl="        << nclusters
+                       << "Nlayers="    << nlayers
+                       << "NUsedS="     << nusedCl
+                       << "NUsed="      << nusedf
+                       << "Findable="   << findable
+                       << "Like="       << like
+                       << "LikePrim="   << likePrim
+                       << "Likechi2C="  << likechi2C
+                       << "Likechi2TR=" << likechi2TR
+                       << "Likezf="     << likezf
+                       << "LikeF="      << seedquality2[registered]
+                       << "S0.="        << &cseed[0]
+                       << "S1.="        << &cseed[1]
+                       << "S2.="        << &cseed[2]
+                       << "S3.="        << &cseed[3]
+                       << "S4.="        << &cseed[4]
+                       << "S5.="        << &cseed[5]
+                       << "SB0.="       << &seedb[0]
+                       << "SB1.="       << &seedb[1]
+                       << "SB2.="       << &seedb[2]
+                       << "SB3.="       << &seedb[3]
+                       << "SB4.="       << &seedb[4]
+                       << "SB5.="       << &seedb[5]
+                       << "Label="      << label
+                       << "Freq="       << frequency
+                       << "sLayer="     << sLayer
+                       << "\n";
+             }
+           }
+
+           if (registered<kMaxSeed - 1) {
+             registered++;
+             cseed = seed[registered];
+           }
+
+         } // End of loop over layer 1
+
+       } // End of loop over layer 0 
+
+      } // End of loop over layer 3     
+
+    } // End of loop over seeding time bins 
+
+    //
+    // Choose best
+    //
+
+    TMath::Sort(registered,seedquality2,sort,kTRUE);
+    Bool_t signedseed[kMaxSeed];
+    for (Int_t i = 0; i < registered; i++) {
+      signedseed[i] = kFALSE;
+    }
+
+    for (Int_t iter = 0; iter < 5; iter++) {
+
+      for (Int_t iseed = 0; iseed < registered; iseed++) {
+      
+       Int_t index = sort[iseed];
+       if (signedseed[index]) {
+          continue;
+       }
+       Int_t labelsall[1000];
+       Int_t nlabelsall = 0;
+       Int_t naccepted  = 0;;
+       Int_t sLayer     = seedlayer[index];
+       Int_t ncl        = 0;
+       Int_t nused      = 0;
+       Int_t nlayers    = 0;
+       Int_t findable   = 0;
+
+       for (Int_t jLayer = 0; jLayer < 6; jLayer++) {
+
+         if (TMath::Abs(seed[index][jLayer].GetYref(0) / xcl[jLayer]) < 0.15) {
+           findable++;
+         }
+         if (seed[index][jLayer].IsOK()) {
+           seed[index][jLayer].UpdateUsed();
+           ncl   +=seed[index][jLayer].GetN2();
+           nused +=seed[index][jLayer].GetNUsed();
+           nlayers++;
+           // Cooking label
+           for (Int_t itime = 0; itime < 25; itime++) {
+             if (seed[index][jLayer].IsUsable(itime)) {
+               naccepted++;
+               for (Int_t ilab = 0; ilab < 3; ilab++) {
+                 Int_t tindex = seed[index][jLayer].GetClusters(itime)->GetLabel(ilab);
+                 if (tindex >= 0) {
+                   labelsall[nlabelsall] = tindex;
+                   nlabelsall++;
+                 }
+               }
+             }
+           }
+         }
+
+       }
+
+       if (nused > 30) {
+          continue;
+       }
+
+       if (iter == 0) {
+         if (nlayers < 6) {
+            continue;
+         }
+         if (TMath::Log(0.000000001+seedquality2[index]) < -5.0) {
+            continue; // Gold
+         }
+       }
+
+       if (iter == 1) {
+         if (nlayers < findable) {
+            continue;
+         }
+         if (TMath::Log(0.000000001+seedquality2[index]) < -4.0) {
+            continue;
+         }
+       }
+
+       if (iter == 2) {
+         if ((nlayers == findable) || 
+              (nlayers ==        6)) {
+            continue;
+         }
+         if (TMath::Log(0.000000001+seedquality2[index]) < -6.0) {
+            continue;
+         }
+       }
+
+       if (iter == 3) {
+         if (TMath::Log(0.000000001+seedquality2[index]) < -5.0) {
+            continue;
+         }
+       }
+
+       if (iter == 4) {
+         if (TMath::Log(0.000000001+seedquality2[index]) - nused/(nlayers-3.0) < -15.0) {
+            continue;
+         }
+       }
+
+       signedseed[index] = kTRUE;
+
+       Int_t labels[1000];
+        Int_t outlab[1000];
+       Int_t nlab = 0;
+       for (Int_t iLayer = 0; iLayer < 6; iLayer++) {
+         if (seed[index][iLayer].IsOK()) {
+           if (seed[index][iLayer].GetLabels(0) >= 0) {
+             labels[nlab] = seed[index][iLayer].GetLabels(0);
+             nlab++;
+           }
+           if (seed[index][iLayer].GetLabels(1) >= 0) {
+             labels[nlab] = seed[index][iLayer].GetLabels(1);
+             nlab++;
+           }
+         }   
+       }
+       Freq(nlab,labels,outlab,kFALSE);
+       Int_t   label     = outlab[0];
+       Int_t   frequency = outlab[1];
+       Freq(nlabelsall,labelsall,outlab,kFALSE);
+       Int_t   label1    = outlab[0];
+       Int_t   label2    = outlab[2];
+       Float_t fakeratio = (naccepted - outlab[1]) / Float_t(naccepted);
+       Float_t ratio     = Float_t(nused) / Float_t(ncl);
+       if (ratio < 0.25) {
+         for (Int_t jLayer = 0; jLayer < 6; jLayer++) {
+           if ((seed[index][jLayer].IsOK()) && 
+                (TMath::Abs(seed[index][jLayer].GetYfit(1) - seed[index][jLayer].GetYfit(1)) < 0.2)) {
+             seed[index][jLayer].UseClusters(); // Sign gold
+           }
+         }
+       }
+
+       Int_t eventNr = esd->GetEventNumber();
+       TTreeSRedirector &cstream = *fDebugStreamer;
+
+       //
+       // Register seed
+       //
+       AliTRDtrack *track = RegisterSeed(seed[index],seedparams[index]);
+       AliTRDtrack  dummy;
+       if (!track) {
+          track = &dummy;
+       }
+       else {
+         AliESDtrack esdtrack;
+         esdtrack.UpdateTrackParams(track,AliESDtrack::kTRDout);
+         esdtrack.SetLabel(label);
+         esd->AddTrack(&esdtrack);     
+         TTreeSRedirector &cstream = *fDebugStreamer;
+         if (AliTRDReconstructor::StreamLevel() > 0) {
+           cstream << "Tracks"
+                   << "EventNr="  << eventNr
+                   << "ESD.="     << &esdtrack
+                   << "trd.="     << track
+                   << "trdback.=" << track
+                   << "\n";
+         }
+       }
+
+       if (AliTRDReconstructor::StreamLevel() > 0) {
+         cstream << "Seeds2"
+                 << "Iter="      << iter
+                 << "Track.="    << track
+                 << "Like="      << seedquality[index]
+                 << "LikeF="     << seedquality2[index]
+                 << "S0.="       << &seed[index][0]
+                 << "S1.="       << &seed[index][1]
+                 << "S2.="       << &seed[index][2]
+                 << "S3.="       << &seed[index][3]
+                 << "S4.="       << &seed[index][4]
+                 << "S5.="       << &seed[index][5]
+                 << "Label="     << label
+                 << "Label1="    << label1
+                 << "Label2="    << label2
+                 << "FakeRatio=" << fakeratio
+                 << "Freq="      << frequency
+                 << "Ncl="       << ncl
+                 << "Nlayers="   << nlayers
+                 << "Findable="  << findable
+                 << "NUsed="     << nused
+                 << "sLayer="    << sLayer
+                 << "EventNr="   << eventNr
+                 << "\n";
+       }
+
+      } // Loop: iseed
+
+    } // Loop: iter
+
+  } // End of loop over sectors
+
+  delete [] pseed;
+
+}
+          
+//_____________________________________________________________________________
+Int_t AliTRDtracker::ReadClusters(TObjArray *array, TTree *clusterTree) const
+{
+  //
+  // Reads AliTRDclusters (option >= 0) or AliTRDrecPoints (option < 0) 
+  // from the file. The names of the cluster tree and branches 
+  // should match the ones used in AliTRDclusterizer::WriteClusters()
+  //
+
+  Int_t nsize = Int_t(clusterTree->GetTotBytes() / (sizeof(AliTRDcluster))); 
+  TObjArray *clusterArray = new TObjArray(nsize+1000); 
+  
+  TBranch *branch = clusterTree->GetBranch("TRDcluster");
+  if (!branch) {
+    AliError("Can't get the branch !");
+    return 1;
+  }
+  branch->SetAddress(&clusterArray); 
+  
+  // Loop through all entries in the tree
+  Int_t nEntries   = (Int_t) clusterTree->GetEntries();
+  Int_t nbytes     = 0;
+  AliTRDcluster *c = 0;
+  for (Int_t iEntry = 0; iEntry < nEntries; iEntry++) {    
+    
+    // Import the tree
+    nbytes += clusterTree->GetEvent(iEntry);  
+    
+    // Get the number of points in the detector
+    Int_t nCluster = clusterArray->GetEntriesFast();  
+    
+    // Loop through all TRD digits
+    for (Int_t iCluster = 0; iCluster < nCluster; iCluster++) { 
+      c = (AliTRDcluster *) clusterArray->UncheckedAt(iCluster);
+      AliTRDcluster *co = c;
+      array->AddLast(co);
+      clusterArray->RemoveAt(iCluster); 
+    }
+
+  }
+
+  delete clusterArray;
+
+  return 0;
+
+}
+
+//_____________________________________________________________________________
+Bool_t AliTRDtracker::GetTrackPoint(Int_t index, AliTrackPoint &p) const
+{
+  //
+  // Get track space point with index i
+  // Origin: C.Cheshkov
+  //
+
+  AliTRDcluster *cl = (AliTRDcluster *) fClusters->UncheckedAt(index);
+  Int_t  idet     = cl->GetDetector();
+  Int_t  isector  = fGeom->GetSector(idet);
+  Int_t  ichamber = fGeom->GetChamber(idet);
+  Int_t  iplan    = fGeom->GetPlane(idet);
+  Double_t local[3];
+  local[0] = GetX(isector,iplan,cl->GetLocalTimeBin());
+  local[1] = cl->GetY();
+  local[2] = cl->GetZ();
+  Double_t global[3];
+  fGeom->RotateBack(idet,local,global);
+  p.SetXYZ(global[0],global[1],global[2]);
+  AliAlignObj::ELayerID iLayer = AliAlignObj::kTRD1;
+  switch (iplan) {
+  case 0:
+    iLayer = AliAlignObj::kTRD1;
+    break;
+  case 1:
+    iLayer = AliAlignObj::kTRD2;
+    break;
+  case 2:
+    iLayer = AliAlignObj::kTRD3;
+    break;
+  case 3:
+    iLayer = AliAlignObj::kTRD4;
+    break;
+  case 4:
+    iLayer = AliAlignObj::kTRD5;
+    break;
+  case 5:
+    iLayer = AliAlignObj::kTRD6;
+    break;
+  };
+  Int_t    modId = isector * fGeom->Ncham() + ichamber;
+  UShort_t volid = AliAlignObj::LayerToVolUID(iLayer,modId);
+  p.SetVolumeID(volid);
+
+  return kTRUE;
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::CookLabel(AliKalmanTrack *pt, Float_t wrong) const 
+{
+  //
+  // This cooks a label. Mmmmh, smells good...
+  //
+
+  Int_t label = 123456789;
+  Int_t index;
+  Int_t i;
+  Int_t j;
+  Int_t ncl   = pt->GetNumberOfClusters();
+
+  const Int_t kRange = fTrSec[0]->GetOuterTimeBin() + 1;
+
+  Bool_t labelAdded;
+
+  Int_t **s = new Int_t* [kRange];
+  for (i = 0; i < kRange; i++) {
+    s[i] = new Int_t[2];
+  }
+  for (i = 0; i < kRange; i++) {
+    s[i][0] = -1;
+    s[i][1] =  0;
+  }
+
+  Int_t t0;
+  Int_t t1;
+  Int_t t2;
+
+  for (i = 0; i < ncl; i++) {
+    index = pt->GetClusterIndex(i);
+    AliTRDcluster *c = (AliTRDcluster *) fClusters->UncheckedAt(index);
+    t0=c->GetLabel(0);
+    t1=c->GetLabel(1);
+    t2=c->GetLabel(2);
+  }
+
+  for (i = 0; i < ncl; i++) {
+    index = pt->GetClusterIndex(i);
+    AliTRDcluster *c = (AliTRDcluster *) fClusters->UncheckedAt(index);
+    for (Int_t k = 0; k < 3; k++) { 
+      label      = c->GetLabel(k);
+      labelAdded = kFALSE; 
+      j = 0;
+      if (label >= 0) {
+        while ((!labelAdded) && (j < kRange)) {
+          if ((s[j][0] == label) || 
+              (s[j][1] ==     0)) {
+            s[j][0] = label; 
+            s[j][1] = s[j][1] + 1; 
+            labelAdded = kTRUE;
+          }
+          j++;
+        }
+      }
+    }
+  }
+
+  Int_t max = 0;
+  label = -123456789;
+
+  for (i = 0; i < kRange; i++) {
+    if (s[i][1] > max) {
+      max   = s[i][1]; 
+      label = s[i][0];
+    }
+  }
+
+  for (i = 0; i < kRange; i++) {
+    delete []s[i];
+  }        
+
+  delete []s;
+
+  if ((1.0 - Float_t(max)/ncl) > wrong) {
+    label = -label;   
+  }
+
+  pt->SetLabel(label); 
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::UseClusters(const AliKalmanTrack *t, Int_t from) const 
+{
+  //
+  // Use clusters, but don't abuse them!
+  //
+
+  const Float_t kmaxchi2 = 18;
+  const Float_t kmincl   = 10;
+
+  AliTRDtrack *track = (AliTRDtrack *) t;
+
+  Int_t ncl = t->GetNumberOfClusters();
+  for (Int_t i = from; i < ncl; i++) {
+    Int_t index  = t->GetClusterIndex(i);
+    AliTRDcluster *c = (AliTRDcluster *) fClusters->UncheckedAt(index);
+    Int_t iplane = fGeom->GetPlane(c->GetDetector());
+    if (track->GetTracklets(iplane).GetChi2() > kmaxchi2) {
+      continue; 
+    }
+    if (track->GetTracklets(iplane).GetN()    <   kmincl) {
+      continue; 
+    }
+    if (!(c->IsUsed())) {
+      c->Use();
+    }
+  }
+
+}
+
+//_____________________________________________________________________________
+Double_t AliTRDtracker::ExpectedSigmaY2(Double_t , Double_t , Double_t ) const
+{
+  //
+  // Parametrised "expected" error of the cluster reconstruction in Y 
+  //
+
+  Double_t s = 0.08 * 0.08;    
+  return s;
+
+}
+
+//_____________________________________________________________________________
+Double_t AliTRDtracker::ExpectedSigmaZ2(Double_t , Double_t ) const
+{
+  //
+  // Parametrised "expected" error of the cluster reconstruction in Z 
+  //
+
+  Double_t s = 9.0 * 9.0 / 12.0;  
+  return s;
+
+}                  
+
+//_____________________________________________________________________________
+Double_t AliTRDtracker::GetX(Int_t sector, Int_t plane, Int_t localTB) const 
+{
+  //
+  // Returns radial position which corresponds to time bin <localTB>
+  // in tracking sector <sector> and plane <plane>
+  //
+
+  Int_t index = fTrSec[sector]->CookTimeBinIndex(plane, localTB); 
+  Int_t pl    = fTrSec[sector]->GetLayerNumber(index);
+
+  return fTrSec[sector]->GetLayer(pl)->GetX();
+
+}
+
+//_____________________________________________________________________________
+AliTRDtracker::AliTRDpropagationLayer
+             ::AliTRDpropagationLayer(Double_t x, Double_t dx, Double_t rho
+                                    , Double_t radLength, Int_t tbIndex, Int_t plane)
+  :fN(0)
+  ,fSec(0)
+  ,fClusters(NULL)
+  ,fIndex(NULL)
+  ,fX(x)
+  ,fdX(dx)
+  ,fRho(rho)
+  ,fX0(radLength)
+  ,fTimeBinIndex(tbIndex)
+  ,fPlane(plane)
+  ,fYmax(0)
+  ,fYmaxSensitive(0)
+  ,fHole(kFALSE)
+  ,fHoleZc(0)
+  ,fHoleZmax(0)
+  ,fHoleYc(0)
+  ,fHoleYmax(0)
+  ,fHoleRho(0)
+  ,fHoleX0(0)
+{ 
+  //
+  // AliTRDpropagationLayer constructor
+  //
+
+  for (Int_t i = 0; i < (Int_t) kZones; i++) {
+    fZc[i]   = 0; 
+    fZmax[i] = 0;
+  }
+
+  if (fTimeBinIndex >= 0) { 
+    fClusters = new AliTRDcluster*[kMaxClusterPerTimeBin];
+    fIndex    = new UInt_t[kMaxClusterPerTimeBin];
+  }
+
+  for (Int_t i = 0; i < 5; i++) {
+    fIsHole[i] = kFALSE;
+  }
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::AliTRDpropagationLayer
+                  ::SetHole(Double_t Zmax, Double_t Ymax, Double_t rho
+                          , Double_t radLength, Double_t Yc, Double_t Zc) 
+{
+  //
+  // Sets hole in the layer 
+  //
+
+  fHole     = kTRUE;
+  fHoleZc   = Zc;
+  fHoleZmax = Zmax;
+  fHoleYc   = Yc;
+  fHoleYmax = Ymax;
+  fHoleRho  = rho;
+  fHoleX0   = radLength;
+
+}
+
+//_____________________________________________________________________________
+AliTRDtracker::AliTRDtrackingSector
+             ::AliTRDtrackingSector(AliTRDgeometry *geo, Int_t gs)
+  :fN(0)
+  ,fGeom(geo)
+  ,fGeomSector(gs)
+{
+  //
+  // AliTRDtrackingSector Constructor
+  //
+
+  AliTRDpadPlane *padPlane = 0;
+  AliTRDpropagationLayer *ppl = 0;
+
+  // Get holes description from geometry
+  Bool_t holes[AliTRDgeometry::kNcham];
+  for (Int_t icham = 0; icham < AliTRDgeometry::kNcham; icham++) {
+    holes[icham] = fGeom->IsHole(0,icham,gs);
+  } 
+  
+  for (UInt_t i = 0; i < kMaxTimeBinIndex; i++) {
+    fTimeBinIndex[i] = -1;
+  }
+
+  Double_t x;
+  Double_t dx;
+  Double_t rho;
+  Double_t radLength;
+
+  // Add layers for each of the planes
+  Double_t dxAmp   = (Double_t) fGeom->CamHght(); // Amplification region
+  //Double_t dxDrift = (Double_t) fGeom->CdrHght(); // Drift region  
+
+  const Int_t kNchambers  = AliTRDgeometry::Ncham();
+  Int_t    tbIndex;
+  Double_t ymax           = 0;
+  Double_t ymaxsensitive  = 0;
+  Double_t *zc            = new Double_t[kNchambers];
+  Double_t *zmax          = new Double_t[kNchambers];
+  Double_t *zmaxsensitive = new Double_t[kNchambers];  
+
+  AliTRDCommonParam *commonParam = AliTRDCommonParam::Instance();
+  if (!commonParam) {
+    AliErrorGeneral("AliTRDtrackingSector::Ctor"
+                   ,"Could not get common parameters\n");
+    return;
+  }
+    
+  for (Int_t plane = 0; plane < AliTRDgeometry::Nplan(); plane++) {
+
+    ymax          = fGeom->GetChamberWidth(plane) / 2.0;
+    padPlane      = commonParam->GetPadPlane(plane,0);
+    ymaxsensitive = (padPlane->GetColSize(1) * padPlane->GetNcols() - 4.0) / 2.0;    
+
+    for (Int_t ch = 0; ch < kNchambers; ch++) {
+      zmax[ch]          = fGeom->GetChamberLength(plane,ch) / 2.0;
+      Float_t pad       = padPlane->GetRowSize(1);
+      Float_t row0      = commonParam->GetRow0(plane,ch,0);
+      Int_t   nPads     = commonParam->GetRowMax(plane,ch,0);
+      zmaxsensitive[ch] = Float_t(nPads) * pad / 2.0;      
+      zc[ch]            = -(pad * nPads) / 2.0 + row0;
+    }
+
+    dx        = AliTRDcalibDB::Instance()->GetVdrift(0,0,0)
+              / commonParam->GetSamplingFrequency();
+    rho       = 0.00295 * 0.85; //????
+    radLength = 11.0;  
+
+    Double_t x0 = (Double_t) AliTRDgeometry::GetTime0(plane);
+    //Double_t xbottom = x0 - dxDrift;
+    //Double_t xtop    = x0 + dxAmp;
+
+    Int_t nTimeBins =  AliTRDcalibDB::Instance()->GetNumberOfTimeBins();    
+    for (Int_t iTime = 0; iTime < nTimeBins; iTime++) {
+
+      Double_t xlayer = iTime * dx - dxAmp;
+      //if (xlayer<0) xlayer = dxAmp / 2.0;
+      x = x0 - xlayer;
+
+      tbIndex = CookTimeBinIndex(plane,iTime);
+      ppl     = new AliTRDpropagationLayer(x,dx,rho,radLength,tbIndex,plane);
+      ppl->SetYmax(ymax,ymaxsensitive);
+      ppl->SetZ(zc,zmax,zmaxsensitive);
+      ppl->SetHoles(holes);
+      InsertLayer(ppl);      
+
+    }
+
+  }    
+
+  MapTimeBinLayers();
+
+  delete [] zc;
+  delete [] zmax;
+  delete [] zmaxsensitive;
+
+}
+
+//_____________________________________________________________________________
+AliTRDtracker::AliTRDtrackingSector
+             ::AliTRDtrackingSector(const AliTRDtrackingSector &/*t*/)
+  :fN(0)
+  ,fGeom(0)
+  ,fGeomSector(0)
+{
+  //
+  // Copy constructor
+  //
+
+}
+
+//_____________________________________________________________________________
+Int_t  AliTRDtracker::AliTRDtrackingSector
+                    ::CookTimeBinIndex(Int_t plane, Int_t localTB) const
+{
+  //
+  // depending on the digitization parameters calculates "global"
+  // time bin index for timebin <localTB> in plane <plane>
+  //
+  //
+
+  Int_t tbPerPlane = AliTRDcalibDB::Instance()->GetNumberOfTimeBins();
+  Int_t gtb        = (plane+1) * tbPerPlane - localTB - 1;
+  if (localTB < 0) {
+    return -1;
+  }
+  if (gtb     < 0) {
+    return -1;
+  }
+
+  return gtb;
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::AliTRDtrackingSector
+                  ::MapTimeBinLayers() 
+{
+  //
+  // For all sensitive time bins sets corresponding layer index
+  // in the array fTimeBins 
+  //
+
+  Int_t index;
+
+  for (Int_t i = 0; i < fN; i++) {
+
+    index = fLayers[i]->GetTimeBinIndex();
+    
+    if (index < 0) {
+      continue;
+    }
+    if (index >= (Int_t) kMaxTimeBinIndex) {
+      //AliWarning(Form("Index %d exceeds allowed maximum of %d!\n"
+      //               ,index,kMaxTimeBinIndex-1));
+      continue;
+    }
+
+    fTimeBinIndex[index] = i;
+
+  }
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDtrackingSector
+                   ::GetLayerNumber(Double_t x) const
+{
+  // 
+  // Returns the number of time bin which in radial position is closest to <x>
+  //
+
+  if (x >= fLayers[fN-1]->GetX()) {
+    return fN - 1; 
+  }
+  if (x <= fLayers[   0]->GetX()) {
+    return 0; 
+  }
+
+  Int_t b = 0;
+  Int_t e = fN - 1;
+  Int_t m = (b + e) / 2;
+
+  for ( ; b < e; m = (b + e) / 2) {
+    if (x > fLayers[m]->GetX()) {
+      b = m + 1;
+    }
+    else {
+      e = m;
+    }
+  }
+
+  if (TMath::Abs(x - fLayers[m]->GetX()) > TMath::Abs(x - fLayers[m+1]->GetX())) {
+    return m + 1;
+  }
+  else {
+    return m;
+  }
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDtrackingSector
+                   ::GetInnerTimeBin() const 
+{
+  // 
+  // Returns number of the innermost SENSITIVE propagation layer
+  //
+
+  return GetLayerNumber(0);
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDtrackingSector
+                   ::GetOuterTimeBin() const 
+{
+  // 
+  // Returns number of the outermost SENSITIVE time bin
+  //
+
+  return GetLayerNumber(GetNumberOfTimeBins() - 1);
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDtrackingSector
+                   ::GetNumberOfTimeBins() const 
+{
+  // 
+  // Returns number of SENSITIVE time bins
+  //
+
+  Int_t tb;
+  Int_t layer;
+
+  for (tb = kMaxTimeBinIndex - 1; tb >= 0; tb--) {
+    layer = GetLayerNumber(tb);
+    if (layer >= 0) {
+      break;
+    }
+  }
+
+  return tb + 1;
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::AliTRDtrackingSector
+                  ::InsertLayer(AliTRDpropagationLayer *pl)
+{ 
+  //
+  // Insert layer <pl> in fLayers array.
+  // Layers are sorted according to X coordinate.
+  //
+
+  if (fN == ((Int_t) kMaxLayersPerSector)) {
+    //AliWarning("Too many layers !\n");
+    return;
+  }
+
+  if (fN == 0) {
+    fLayers[fN++] = pl; 
+    return;
+  }
+
+  Int_t i = Find(pl->GetX());
+
+  memmove(fLayers+i+1,fLayers+i,(fN-i)*sizeof(AliTRDpropagationLayer*));
+
+  fLayers[i] = pl; 
+  fN++;
+
+}              
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDtrackingSector
+                   ::Find(Double_t x) const 
+{
+  //
+  // Returns index of the propagation layer nearest to X 
+  //
+
+  if (x <= fLayers[0]->GetX()) {
+    return 0;
+  }
+
+  if (x > fLayers[fN-1]->GetX()) {
+    return fN;
+  }
+
+  Int_t b = 0;
+  Int_t e = fN-1;
+  Int_t m = (b + e) / 2;
+
+  for (; b < e; m = (b + e) / 2) {
+    if (x > fLayers[m]->GetX()) {
+      b = m + 1;
+    }
+    else {
+      e = m;
+    }
+  }
+
+  return m;
+
+}             
+
+//_____________________________________________________________________________
+void AliTRDtracker::AliTRDpropagationLayer
+                  ::SetZ(Double_t *center, Double_t *w, Double_t *wsensitive )
+{
+  //
+  // set centers and the width of sectors
+  //
+
+  for (Int_t icham = 0; icham < AliTRDgeometry::kNcham; icham++) {
+    fZc[icham]            = center[icham];  
+    fZmax[icham]          = w[icham];
+    fZmaxSensitive[icham] = wsensitive[icham];
+  }  
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::AliTRDpropagationLayer::SetHoles(Bool_t *holes)
+{
+  //
+  // set centers and the width of sectors
+  //
+
+  fHole = kFALSE;
+
+  for (Int_t icham = 0; icham < AliTRDgeometry::kNcham; icham++) {
+    fIsHole[icham] = holes[icham]; 
+    if (holes[icham]) {
+      fHole = kTRUE;
+    }
+  }  
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::AliTRDpropagationLayer
+                  ::InsertCluster(AliTRDcluster *c, UInt_t index) 
+{
+  //
+  // Insert cluster in cluster array.
+  // Clusters are sorted according to Y coordinate.  
+  //
+
+  if (fTimeBinIndex < 0) { 
+    //AliWarning("Attempt to insert cluster into non-sensitive time bin!\n");
+    return;
+  }
+
+  if (fN == (Int_t) kMaxClusterPerTimeBin) {
+    //AliWarning("Too many clusters !\n"); 
+    return;
+  }
+
+  if (fN == 0) {
+    fIndex[0]       = index; 
+    fClusters[fN++] = c; 
+    return;
+  }
+
+  Int_t i = Find(c->GetY());
+  memmove(fClusters+i+1,fClusters+i,(fN-i)*sizeof(AliTRDcluster*));
+  memmove(fIndex   +i+1,fIndex   +i,(fN-i)*sizeof(UInt_t)); 
+  fIndex[i]    = index; 
+  fClusters[i] = c; 
+  fN++;
+
+}  
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDpropagationLayer::Find(Float_t y) const 
+{
+  //
+  // Returns index of the cluster nearest in Y    
+  //
+
+  if (fN <= 0) {
+    return 0;
+  }
+  if (y <= fClusters[0]->GetY()) {
+    return 0;
+  }
+  if (y >  fClusters[fN-1]->GetY()) {
+    return fN;
+  }
+
+  Int_t b = 0;
+  Int_t e = fN - 1;
+  Int_t m = (b + e) / 2;
+
+  for ( ; b < e; m = (b + e) / 2) {
+    if (y > fClusters[m]->GetY()) {
+      b = m + 1;
+    }
+    else {
+      e = m;
+    }
+  }
+
+  return m;
+
+}    
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::AliTRDpropagationLayer
+                   ::FindNearestCluster(Float_t y, Float_t z, Float_t maxroad
+                                      , Float_t maxroadz) const 
+{
+  //
+  // Returns index of the cluster nearest to the given y,z
+  //
+
+  Int_t   index   = -1;
+  Int_t   maxn    = fN;
+  Float_t mindist = maxroad;                   
+
+  for (Int_t i = Find(y-maxroad); i < maxn; i++) {
+    AliTRDcluster *c = (AliTRDcluster *) (fClusters[i]);
+    Float_t ycl = c->GetY();
+    if (ycl > (y + maxroad)) {
+      break;
+    }
+    if (TMath::Abs(c->GetZ() - z) > maxroadz) {
+      continue;
+    }
+    if (TMath::Abs(ycl - y)       < mindist) {
+      mindist = TMath::Abs(ycl - y);
+      index   = fIndex[i];
+    }
+  }                                            
+
+  return index;
+
+}             
+
+//_____________________________________________________________________________
+Double_t AliTRDtracker::GetTiltFactor(const AliTRDcluster *c) 
+{
+  //
+  // Returns correction factor for tilted pads geometry 
+  //
+
+  Int_t    det   = c->GetDetector();    
+  Int_t    plane = fGeom->GetPlane(det);
+  AliTRDpadPlane *padPlane = AliTRDCommonParam::Instance()->GetPadPlane(plane,0);
+  Double_t h01   = TMath::Tan(-TMath::Pi() / 180.0 * padPlane->GetTiltingAngle());
+
+  if (fNoTilt) {
+    h01 = 0;
+  }
+
+  return h01;
+
+}
+
+//_____________________________________________________________________________
+void AliTRDtracker::CookdEdxTimBin(AliTRDtrack &TRDtrack)
+{
+  //
+  // This is setting fdEdxPlane and fTimBinPlane
+  // Sums up the charge in each plane for track TRDtrack and also get the 
+  // Time bin for Max. Cluster
+  // Prashant Shukla (shukla@physi.uni-heidelberg.de)
+  //
+
+  Double_t  clscharge[AliESDtrack::kNPlane][AliESDtrack::kNSlice];
+  Double_t  maxclscharge[AliESDtrack::kNPlane];
+  Int_t     nCluster[AliESDtrack::kNPlane][AliESDtrack::kNSlice];
+  Int_t     timebin[AliESDtrack::kNPlane];
+
+  // Initialization of cluster charge per plane.  
+  for (Int_t iPlane = 0; iPlane < AliESDtrack::kNPlane; iPlane++) {
+    for (Int_t iSlice = 0; iSlice < AliESDtrack::kNSlice; iSlice++) {
+      clscharge[iPlane][iSlice] = 0.0;
+      nCluster[iPlane][iSlice]  = 0;
+    }
+  }
+
+  // Initialization of cluster charge per plane.  
+  for (Int_t iPlane = 0; iPlane < AliESDtrack::kNPlane; iPlane++) {
+    timebin[iPlane]      =  -1;
+    maxclscharge[iPlane] = 0.0;
+  }
+
+  // Loop through all clusters associated to track TRDtrack
+  Int_t nClus = TRDtrack.GetNumberOfClusters();  // from Kalmantrack
+  for (Int_t iClus = 0; iClus < nClus; iClus++) {
+    Double_t charge = TRDtrack.GetClusterdQdl(iClus);
+    Int_t    index  = TRDtrack.GetClusterIndex(iClus);
+    AliTRDcluster *pTRDcluster = (AliTRDcluster *) GetCluster(index); 
+    if (!pTRDcluster) {
+      continue;
+    }
+    Int_t    tb     = pTRDcluster->GetLocalTimeBin();
+    if (!tb) {
+      continue;
+    }
+    Int_t detector  = pTRDcluster->GetDetector();
+    Int_t iPlane    = fGeom->GetPlane(detector);
+    Int_t iSlice    = tb * AliESDtrack::kNSlice / AliTRDtrack::kNtimeBins;
+    clscharge[iPlane][iSlice] = clscharge[iPlane][iSlice] + charge;
+    if (charge > maxclscharge[iPlane]) {
+      maxclscharge[iPlane] = charge;
+      timebin[iPlane]      = tb;
+    }
+    nCluster[iPlane][iSlice]++;
+  } // End of loop over cluster
+
+  // Setting the fdEdxPlane and fTimBinPlane variabales 
+  Double_t totalCharge = 0.0;
+
+  for (Int_t iPlane = 0; iPlane < AliESDtrack::kNPlane; iPlane++) {
+    for (Int_t iSlice = 0; iSlice < AliESDtrack::kNSlice; iSlice++) {
+      if (nCluster[iPlane][iSlice]) {
+        clscharge[iPlane][iSlice] /= nCluster[iPlane][iSlice];
       }
+      TRDtrack.SetPIDsignals(clscharge[iPlane][iSlice],iPlane,iSlice);
+      totalCharge = totalCharge+clscharge[iPlane][iSlice];
     }
+    TRDtrack.SetPIDTimBin(timebin[iPlane],iPlane);     
   }
-  else {
-    branch = tree->GetBranch("Clusters");
 
-    for (Int_t i=0; i<nentr; i++) {
-      branch->SetAddress(&ioArray);
-      tree->GetEvent(i);
-      Int_t npoints = ioArray->GetEntriesFast();
-      printf("Read %d clusters from entry %d \n", npoints, i);
+  // Still needed ????
+  //  Int_t i;
+  //  Int_t nc=TRDtrack.GetNumberOfClusters(); 
+  //  Float_t dedx=0;
+  //  for (i=0; i<nc; i++) dedx += TRDtrack.GetClusterdQdl(i);
+  //  dedx /= nc;
+  //  for (Int_t iPlane = 0; iPlane < kNPlane; iPlane++) {
+  //    TRDtrack.SetPIDsignals(dedx, iPlane);
+  //    TRDtrack.SetPIDTimBin(timbin[iPlane], iPlane);
+  //  }
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::FindClusters(Int_t sector, Int_t t0, Int_t t1
+                                , AliTRDtrack *track
+                                , Int_t *clusters, AliTRDtracklet &tracklet)
+{
+  //
+  //
+  // Try to find nearest clusters to the track in timebins from t0 to t1 
+  //  
+  // Correction coeficients - depend on TRD parameters - to be changed accordingly
+  //
+
+  Double_t x[100];
+  Double_t yt[100];
+  Double_t zt[100];
+  Double_t xmean = 0.0;       // Reference x
+  Double_t dz[10][100];
+  Double_t dy[10][100];
+  Float_t  zmean[100];
+  Float_t  nmean[100];
+  Int_t    clfound = 0;
+  Int_t    indexes[10][100];  // Indexes of the clusters in the road
+  Int_t    best[10][100];     // Index of best matching cluster 
+  AliTRDcluster *cl[10][100]; // Pointers to the clusters in the road
+
+  for (Int_t it = 0; it < 100; it++) {
+    x[it]        = 0.0;
+    yt[it]       = 0.0;
+    zt[it]       = 0.0;
+    clusters[it] = -2;
+    zmean[it]    = 0.0;
+    nmean[it]    = 0.0;
+    for (Int_t ih = 0; ih < 10;ih++) {
+      indexes[ih][it] = -2;   // Reset indexes1
+      cl[ih][it]      =  0;
+      dz[ih][it]      = -100.0;
+      dy[ih][it]      = -100.0;
+      best[ih][it]    =  0;
+    }
+  }  
+
+  Double_t x0        = track->GetX();
+  Double_t sigmaz    = TMath::Sqrt(TMath::Abs(track->GetSigmaZ2()));
+  Int_t    nall      = 0;
+  Int_t    nfound    = 0;
+  Double_t h01       = 0.0;
+  Int_t    plane     = -1;
+  Int_t    detector  = -1;
+  Float_t  padlength = 0.0;
+  AliTRDtrack track2(* track);
+  Float_t  snpy      = track->GetSnp();
+  Float_t  tany      = TMath::Sqrt(snpy*snpy / (1.0 - snpy*snpy)); 
+  if (snpy < 0.0) {
+    tany *= -1.0;
+  }
+
+  Double_t sy2       = ExpectedSigmaY2(x0,track->GetTgl(),track->GetPt());
+  Double_t sz2       = ExpectedSigmaZ2(x0,track->GetTgl());
+  Double_t road      = 15.0 * TMath::Sqrt(track->GetSigmaY2() + sy2);
+  if (road > 6.0) {
+    road = 6.0;
+  }
+  //road = 20.0;
+
+  for (Int_t it = 0; it < t1-t0; it++) {
+
+    Double_t maxChi2[2] = { fgkMaxChi2, fgkMaxChi2 };      
+    AliTRDpropagationLayer &timeBin = *(fTrSec[sector]->GetLayer(it+t0));
+    if (timeBin == 0) {
+      continue; // No indexes1
+    }
+
+    Int_t    maxn = timeBin;
+    x[it]  = timeBin.GetX();
+    track2.PropagateTo(x[it]);
+    yt[it] = track2.GetY();
+    zt[it] = track2.GetZ();
+    
+    Double_t y    = yt[it];
+    Double_t z    = zt[it];
+    Double_t chi2 = 1000000.0;
+    nall++;
+
+    //
+    // Find 2 nearest cluster at given time bin
+    // 
+    int checkPoint[4] = {0,0,0,0};
+    double minY = 123456789;
+    double minD[2] = {1,1};
+
+    for (Int_t i = timeBin.Find(y - road); i < maxn; i++) {
+      //for (Int_t i = 0; i < maxn; i++) {
+
+      AliTRDcluster *c = (AliTRDcluster *) (timeBin[i]);
+      h01 = GetTiltFactor(c);
+      if (plane < 0) {
+       Int_t det = c->GetDetector();
+       plane     = fGeom->GetPlane(det);
+       padlength = TMath::Sqrt(c->GetSigmaZ2() * 12.0);
+      }
+
+      //if (c->GetLocalTimeBin()==0) continue;
+      if (c->GetY() > (y + road)) {
+        break;
+      }
+
+      fHDeltaX->Fill(c->GetX() - x[it]);
+      //printf("%f\t%f\t%f \n", c->GetX(),  x[it], c->GetX()-x[it]);
+
+      if (TMath::Abs(c->GetY()-y) < TMath::Abs(minY)) {
+       minY = c->GetY()-y;
+       minD[0] = c->GetY()-y;
+       minD[1] = c->GetZ()-z;
+      }
+
+      checkPoint[0]++;
+
+      fHMinZ->Fill(c->GetZ() - z);
+      if ((c->GetZ() - z) * (c->GetZ() - z) > 2 * (12.0 * sz2)) {
+        continue;
+      }
+      checkPoint[1]++;
+
+      Double_t dist = TMath::Abs(c->GetZ() - z);
+      if (dist > (0.5 * padlength + 6.0 * sigmaz)) { // 0.5
+        continue;   // 6 sigma boundary cut
+      }
+      checkPoint[2]++;
+
+      Double_t cost = 0.0;
+      // Sigma boundary cost function
+      if (dist> (0.5 * padlength - sigmaz)){ 
+       cost =  (dist - 0.5*padlength) / (2.0 * sigmaz);
+       if (cost > -1) {
+          cost = (cost + 1.0) * (cost + 1.0);
+       }
+       else {
+          cost = 0.0;
+       }
+      }
+      //Int_t label = TMath::Abs(track->GetLabel());
+      //if (c->GetLabel(0)!=label && c->GetLabel(1)!=label&&c->GetLabel(2)!=label) continue;
+      chi2 = track2.GetPredictedChi2(c,h01) + cost;
+      clfound++;      
+
+      if (chi2 > maxChi2[1]) {
+        continue;
+      }
+      checkPoint[3]++;
+
+      detector = c->GetDetector();
+      // Store the clusters in the road
+      for (Int_t ih = 2; ih < 9; ih++) {  
+       if (cl[ih][it] == 0) {
+         cl[ih][it]      = c;
+         indexes[ih][it] = timeBin.GetIndex(i); // Index - 9 - reserved for outliers
+         break;
+       }
+      }
+
+      if (chi2 < maxChi2[0]) {
+       maxChi2[1]     = maxChi2[0];
+       maxChi2[0]     = chi2;
+       indexes[1][it] = indexes[0][it];
+       cl[1][it]      = cl[0][it];
+       indexes[0][it] = timeBin.GetIndex(i);
+       cl[0][it]      = c;
+       continue;
+      }
+      maxChi2[1]     = chi2;
+      cl[1][it]      = c;
+      indexes[1][it] = timeBin.GetIndex(i); 
+
+    }
+    
+    for(int iCheckPoint = 0; iCheckPoint<4; iCheckPoint++)
+      fHFindCl[iCheckPoint]->Fill(checkPoint[iCheckPoint]);
+
+    if (checkPoint[3]) {
+      if (track->GetPt() > 0) fHMinYPos->Fill(minY);
+      else fHMinYNeg->Fill(minY);
+
+    fHMinD->Fill(minD[0], minD[1]);
+     }
+
+    if (cl[0][it]) {
+      nfound++;
+      xmean += x[it];
+    }
+
+  }
+
+  if (nfound < 4) {
+    return 0;  
+  }
+  xmean /= Float_t(nfound);  // Middle x
+  track2.PropagateTo(xmean); // Propagate track to the center
+
+  //
+  // Choose one of the variants
+  //
+  Int_t    changes[10];
+  Float_t  sumz   = 0.0;
+  Float_t  sum    = 0.0;
+  Double_t sumdy  = 0.0;
+  Double_t sumdy2 = 0.0;
+  Double_t sumx   = 0.0;
+  Double_t sumxy  = 0.0;
+  Double_t sumx2  = 0.0;
+  Double_t mpads  = 0.0;
+
+  Int_t    ngood[10];
+  Int_t    nbad[10];
+
+  Double_t meanz[10];
+  Double_t moffset[10];    // Mean offset
+  Double_t mean[10];       // Mean value
+  Double_t angle[10];      // Angle
+
+  Double_t smoffset[10];   // Sigma of mean offset
+  Double_t smean[10];      // Sigma of mean value
+  Double_t sangle[10];     // Sigma of angle
+  Double_t smeanangle[10]; // Correlation
+
+  Double_t sigmas[10];     
+  Double_t tchi2s[10];     // Chi2s for tracklet
+
+  for (Int_t it = 0; it < 10; it++) {
+
+    ngood[it]      = 0;
+    nbad[it]       = 0;
+
+    meanz[it]      = 0.0;
+    moffset[it]    = 0.0;    // Mean offset
+    mean[it]       = 0.0;    // Mean value
+    angle[it]      = 0.0;    // Angle
+
+    smoffset[it]   = 1.0e5; // Sigma of mean offset
+    smean[it]      = 1.0e5; // Sigma of mean value
+    sangle[it]     = 1.0e5; // Sigma of angle
+    smeanangle[it] = 0.0;    // Correlation
+
+    sigmas[it]     = 1.0e5;     
+    tchi2s[it]     = 1.0e5; // Chi2s for tracklet
+
+  }
+
+  //
+  // Calculate zmean
+  //
+  for (Int_t it = 0; it < t1 - t0; it++) {
+    if (!cl[0][it]) {
+      continue;
+    }
+    for (Int_t dt = -3; dt <= 3; dt++) {
+      if (it+dt <     0) {
+        continue;
+      }
+      if (it+dt > t1-t0) {
+        continue;
+      }
+      if (!cl[0][it+dt]) {
+        continue;
+      }
+      zmean[it] += cl[0][it+dt]->GetZ();
+      nmean[it] += 1.0;
+    }
+    zmean[it] /= nmean[it]; 
+  }
+
+  for (Int_t it = 0; it < t1 - t0; it++) {
+
+    best[0][it] = 0;
+
+    for (Int_t ih = 0; ih < 10; ih++) {
+      dz[ih][it] = -100.0;
+      dy[ih][it] = -100.0;
+      if (!cl[ih][it]) {
+        continue;
+      }
+      Double_t xcluster = cl[ih][it]->GetX();
+      Double_t ytrack;
+      Double_t ztrack;
+      track2.GetProlongation(xcluster,ytrack,ztrack );
+      dz[ih][it] = cl[ih][it]->GetZ()- ztrack;                   // Calculate distance from track in z
+      dy[ih][it] = cl[ih][it]->GetY() + dz[ih][it]*h01 - ytrack; // and in y
+    }
+
+    // Minimize changes
+    if (!cl[0][it]) {
+      continue;
+    }
+    if ((TMath::Abs(cl[0][it]->GetZ()-zmean[it]) > padlength * 0.8) &&
+        (cl[1][it])) {
+      if (TMath::Abs(cl[1][it]->GetZ()-zmean[it]) < padlength * 0.5) {
+       best[0][it] = 1;
+      }
+    }
+
+  }
+
+  //
+  // Iterative choice of "best path"
+  //
+  Int_t label    = TMath::Abs(track->GetLabel());
+  Int_t bestiter = 0;
+
+  for (Int_t iter = 0; iter < 9; iter++) {
+
+    changes[iter] = 0;
+    sumz          = 0; 
+    sum           = 0; 
+    sumdy         = 0;
+    sumdy2        = 0;
+    sumx          = 0;
+    sumx2         = 0;
+    sumxy         = 0;
+    mpads         = 0; 
+    ngood[iter]   = 0; 
+    nbad[iter]    = 0;
+    // Linear fit
+    for (Int_t it = 0; it < t1 - t0; it++) {
+
+      if (!cl[best[iter][it]][it]) {
+        continue;
+      }
+
+      // Calculates pad-row changes
+      Double_t zbefore = cl[best[iter][it]][it]->GetZ();
+      Double_t zafter  = cl[best[iter][it]][it]->GetZ();
+      for (Int_t itd = it - 1; itd >= 0; itd--) {
+       if (cl[best[iter][itd]][itd]) {
+         zbefore = cl[best[iter][itd]][itd]->GetZ();
+         break;
+       }
+      }
+      for (Int_t itd = it + 1; itd < t1 - t0; itd++) {
+       if (cl[best[iter][itd]][itd]) {
+         zafter  = cl[best[iter][itd]][itd]->GetZ();
+         break;
+       }
+      }
+      if ((TMath::Abs(cl[best[iter][it]][it]->GetZ()-zbefore) > 0.1) &&
+          (TMath::Abs(cl[best[iter][it]][it]->GetZ()- zafter) > 0.1)) {
+        changes[iter]++;
+      }
+
+      Double_t dx = x[it]-xmean; // Distance to reference x
+      sumz   += cl[best[iter][it]][it]->GetZ();      
+      sum++;
+      sumdy  += dy[best[iter][it]][it];
+      sumdy2 += dy[best[iter][it]][it]*dy[best[iter][it]][it];
+      sumx   += dx;
+      sumx2  += dx*dx;
+      sumxy  += dx*dy[best[iter][it]][it];
+      mpads  += cl[best[iter][it]][it]->GetNPads();
+      if ((cl[best[iter][it]][it]->GetLabel(0) == label) || 
+          (cl[best[iter][it]][it]->GetLabel(1) == label) || 
+          (cl[best[iter][it]][it]->GetLabel(2) == label)) {
+       ngood[iter]++;
+      }
+      else {
+       nbad[iter]++;
+      }
+
+    }
+
+    //
+    // calculates line parameters
+    //
+    Double_t det  = sum*sumx2 - sumx*sumx;
+    angle[iter]   = (sum*sumxy - sumx*sumdy) / det;
+    mean[iter]    = (sumx2*sumdy - sumx*sumxy) / det;
+    meanz[iter]   = sumz / sum;    
+    moffset[iter] = sumdy / sum;
+    mpads        /= sum;   // Mean number of pads
+
+    Double_t sigma2 = 0.0; // Normalized residuals - for line fit
+    Double_t sigma1 = 0.0; // Normalized residuals - constant fit
+
+    for (Int_t it = 0; it < t1 - t0; it++) {
+      if (!cl[best[iter][it]][it]) {
+        continue;
+      }
+      Double_t dx  = x[it] - xmean;
+      Double_t ytr = mean[iter] + angle[iter] * dx;
+      sigma2 += (dy[best[iter][it]][it] - ytr) 
+              * (dy[best[iter][it]][it] - ytr);
+      sigma1 += (dy[best[iter][it]][it] - moffset[iter]) 
+              * (dy[best[iter][it]][it] - moffset[iter]);
+      sum++;
+    }
+    sigma2          /= (sum - 2);                  // Normalized residuals
+    sigma1          /= (sum - 1);                  // Normalized residuals
+    smean[iter]      = sigma2 * (sumx2 / det);     // Estimated error2 of mean
+    sangle[iter]     = sigma2 * ( sum  / det);     // Estimated error2 of angle
+    smeanangle[iter] = sigma2 * (-sumx / det);     // Correlation
+    sigmas[iter]     = TMath::Sqrt(sigma1);
+    smoffset[iter]   = (sigma1 / sum) + 0.01*0.01; // Sigma of mean offset + unisochronity sigma 
+
+    //
+    // Iterative choice of "better path"
+    //
+    for (Int_t it = 0; it < t1 - t0; it++) {
+
+      if (!cl[best[iter][it]][it]) {
+        continue;
+      }
+
+      // Add unisochronity + angular effect contribution
+      Double_t sigmatr2 = smoffset[iter] + 0.5*tany*tany;                   
+      Double_t sweight  = 1.0/sigmatr2 + 1.0/track->GetSigmaY2();
+      Double_t weighty  = (moffset[iter] / sigmatr2) / sweight;             // Weighted mean
+      Double_t sigmacl  = TMath::Sqrt(sigma1*sigma1 + track->GetSigmaY2());
+      Double_t mindist  = 100000.0; 
+      Int_t    ihbest   = 0;
+
+      for (Int_t ih = 0; ih < 10; ih++) {
+       if (!cl[ih][it]) {
+          break;
+       }
+       Double_t dist2 = (dy[ih][it] - weighty) / sigmacl;
+       dist2 *= dist2; // Chi2 distance
+       if (dist2 < mindist) {
+         mindist = dist2;
+         ihbest  = ih;
+       }
+      }
+      best[iter+1][it] = ihbest;
+    }
+
+    //
+    // Update best hypothesy if better chi2 according tracklet position and angle
+    //
+    Double_t sy2 = smean[iter]  + track->GetSigmaY2();
+    Double_t sa2 = sangle[iter] + track->GetSigmaSnp2(); // track->fCee;
+    Double_t say = track->GetSigmaSnpY();                // track->fCey;
+    //Double_t chi20 = mean[bestiter]*mean[bestiter ] / sy2+angle[bestiter]*angle[bestiter]/sa2;
+    //Double_t chi21 = mean[iter]*mean[iter]          / sy2+angle[iter]*angle[iter]/sa2;
+
+    Double_t detchi    = sy2*sa2 - say*say;
+    Double_t invers[3] = {sa2/detchi,sy2/detchi,-say/detchi}; // Inverse value of covariance matrix  
+    
+    Double_t chi20 = mean[bestiter]  * mean[bestiter]       * invers[0]
+                   + angle[bestiter] * angle[bestiter]      * invers[1]
+                   + 2.0 * mean[bestiter] * angle[bestiter] * invers[2];
+    Double_t chi21 = mean[iter]  * mean[iter]               * invers[0]
+                   + angle[iter] * angle[iter]              * invers[1]
+                   + 2.0 * mean[iter] * angle[iter]         * invers[2];
+    tchi2s[iter]   = chi21;
+
+    if ((changes[iter] <= changes[bestiter]) && 
+        (chi21 < chi20)) {
+      bestiter = iter;
+    }
+
+  }
+
+  //
+  // Set clusters 
+  //
+  Double_t sigma2     = sigmas[0]; // Choose as sigma from 0 iteration
+  Short_t  maxpos     = -1;
+  Float_t  maxcharge  =  0.0;
+  Short_t  maxpos4    = -1;
+  Float_t  maxcharge4 =  0.0;
+  Short_t  maxpos5    = -1;
+  Float_t  maxcharge5 =  0.0;
+
+  //if (tchi2s[bestiter]>25.) sigma2*=tchi2s[bestiter]/25.;
+  //if (tchi2s[bestiter]>25.) sigma2=1000.;  // dont'accept
+
+  Double_t exB         = AliTRDcalibDB::Instance()->GetOmegaTau(AliTRDcalibDB::Instance()->GetVdrift(0,0,0)
+                                                               ,-AliTracker::GetBz()*0.1);
+  Double_t expectederr = sigma2*sigma2 + 0.01*0.01;
+  if (mpads > 3.5) {
+    expectederr += (mpads - 3.5) * 0.04;
+  }
+  if (changes[bestiter] > 1) {
+    expectederr += changes[bestiter] * 0.01; 
+  }
+  expectederr += (0.03 * (tany-exB)*(tany-exB)) * 15.0;
+  //if (tchi2s[bestiter]>18.) expectederr*= tchi2s[bestiter]/18.;
+  //expectederr+=10000;
+
+  for (Int_t it = 0; it < t1 - t0; it++) {
+
+    if (!cl[best[bestiter][it]][it]) {
+      continue;
+    }
+
+    cl[best[bestiter][it]][it]->SetSigmaY2(expectederr); // Set cluster error
+    if (!cl[best[bestiter][it]][it]->IsUsed()) {
+      cl[best[bestiter][it]][it]->SetY(cl[best[bestiter][it]][it]->GetY()); 
+      //cl[best[bestiter][it]][it]->Use();
+    }
+
+    // Time bins with maximal charge
+    if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ()) > maxcharge) {
+      maxcharge = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
+      maxpos    = cl[best[bestiter][it]][it]->GetLocalTimeBin();
+    }
+    
+    if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ()) > maxcharge4) {
+      if (cl[best[bestiter][it]][it]->GetLocalTimeBin() >= 4) {
+       maxcharge4 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
+       maxpos4    = cl[best[bestiter][it]][it]->GetLocalTimeBin();
+      }
+    }
+
+    if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ()) > maxcharge5) {
+      if (cl[best[bestiter][it]][it]->GetLocalTimeBin() >= 5) {
+       maxcharge5 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
+       maxpos5    = cl[best[bestiter][it]][it]->GetLocalTimeBin();
+      }
+    }
+
+    // Time bins with maximal charge
+    if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ()) > maxcharge) {
+      maxcharge = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
+      maxpos    = cl[best[bestiter][it]][it]->GetLocalTimeBin();
+    }
+    
+    if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ()) > maxcharge4) {
+      if (cl[best[bestiter][it]][it]->GetLocalTimeBin() >= 4) {
+       maxcharge4 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
+       maxpos4    = cl[best[bestiter][it]][it]->GetLocalTimeBin();
+      }
+    }
+
+    if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ()) > maxcharge5) {
+      if (cl[best[bestiter][it]][it]->GetLocalTimeBin() >= 5) {
+       maxcharge5 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
+       maxpos5    = cl[best[bestiter][it]][it]->GetLocalTimeBin();
+      }
+    }
+
+    clusters[it+t0] = indexes[best[bestiter][it]][it];    
+
+    // Still needed ????
+    //if (cl[best[bestiter][it]][it]->GetLocalTimeBin()>4 && 
+    //cl[best[bestiter][it]][it]->GetLocalTimeBin()<18) clusters[it+t0]
+    // = indexes[best[bestiter][it]][it];    //Test
+
+  } 
+
+  //
+  // Set tracklet parameters
+  //
+  Double_t trackleterr2 = smoffset[bestiter] + 0.01*0.01;
+  if (mpads > 3.5) {
+    trackleterr2 += (mpads - 3.5) * 0.04;
+  }
+  trackleterr2 += changes[bestiter] * 0.01;
+  trackleterr2 *= TMath::Max(14.0 - nfound,1.0);
+  trackleterr2 += 0.2 * (tany-exB)*(tany-exB); 
+
+  // Set tracklet parameters
+  tracklet.Set(xmean
+              ,track2.GetY() + moffset[bestiter]
+              ,meanz[bestiter]
+              ,track2.GetAlpha()
+              ,trackleterr2);
+  tracklet.SetTilt(h01);
+  tracklet.SetP0(mean[bestiter]);
+  tracklet.SetP1(angle[bestiter]);
+  tracklet.SetN(nfound);
+  tracklet.SetNCross(changes[bestiter]);
+  tracklet.SetPlane(plane);
+  tracklet.SetSigma2(expectederr);
+  tracklet.SetChi2(tchi2s[bestiter]);
+  tracklet.SetMaxPos(maxpos,maxpos4,maxpos5);
+  track->SetTracklets(plane,tracklet);
+  track->SetNWrong(track->GetNWrong() + nbad[0]);
+
+  //
+  // Debuging part
+  //
+  TClonesArray array0("AliTRDcluster");
+  TClonesArray array1("AliTRDcluster");
+  array0.ExpandCreateFast(t1 - t0 + 1);
+  array1.ExpandCreateFast(t1 - t0 + 1);
+  TTreeSRedirector &cstream = *fDebugStreamer;
+  AliTRDcluster dummy;
+  Double_t dy0[100];
+  Double_t dyb[100]; 
+
+  for (Int_t it = 0; it < t1 - t0; it++) {
+    dy0[it] = dy[0][it];
+    dyb[it] = dy[best[bestiter][it]][it];
+    if (cl[0][it]) {
+      new(array0[it]) AliTRDcluster(*cl[0][it]);
+    }
+    else {
+      new(array0[it]) AliTRDcluster(dummy);
+    }
+    if(cl[best[bestiter][it]][it]) {
+      new(array1[it]) AliTRDcluster(*cl[best[bestiter][it]][it]);
+    }
+    else{
+      new(array1[it]) AliTRDcluster(dummy);
+    }
+  }
+  TGraph graph0(t1-t0,x,dy0);
+  TGraph graph1(t1-t0,x,dyb);
+  TGraph graphy(t1-t0,x,yt);
+  TGraph graphz(t1-t0,x,zt);
+
+  if (AliTRDReconstructor::StreamLevel() > 0) {
+    cstream << "tracklet"
+           << "track.="      << track              // Track parameters
+           << "tany="        << tany               // Tangent of the local track angle 
+           << "xmean="       << xmean              // Xmean - reference x of tracklet  
+           << "tilt="        << h01                // Tilt angle
+           << "nall="        << nall               // Number of foundable clusters 
+           << "nfound="      << nfound             // Number of found clusters
+           << "clfound="     << clfound            // Total number of found clusters in road 
+           << "mpads="       << mpads              // Mean number of pads per cluster
+           << "plane="       << plane              // Plane number 
+           << "detector="    << detector           // Detector number
+           << "road="        << road               // The width of the used road
+           << "graph0.="     << &graph0            // x - y = dy for closest cluster
+           << "graph1.="     << &graph1            // x - y = dy for second closest cluster    
+           << "graphy.="     << &graphy            // y position of the track
+           << "graphz.="     << &graphz            // z position of the track
+            //<< "fCl.="        << &array0            // closest cluster
+            //<< "fCl2.="       << &array1            // second closest cluster
+           << "maxpos="      << maxpos             // Maximal charge postion
+           << "maxcharge="   << maxcharge          // Maximal charge 
+           << "maxpos4="     << maxpos4            // Maximal charge postion - after bin 4
+           << "maxcharge4="  << maxcharge4         // Maximal charge         - after bin 4
+           << "maxpos5="     << maxpos5            // Maximal charge postion - after bin 5
+           << "maxcharge5="  << maxcharge5         // Maximal charge         - after bin 5
+           << "bestiter="    << bestiter           // Best iteration number 
+           << "tracklet.="   << &tracklet          // Corrspond to the best iteration
+           << "tchi20="      << tchi2s[0]          // Chi2 of cluster in the 0 iteration
+           << "tchi2b="      << tchi2s[bestiter]   // Chi2 of cluster in the best  iteration
+           << "sigmas0="     << sigmas[0]          // Residuals sigma 
+           << "sigmasb="     << sigmas[bestiter]   // Residulas sigma
+           << "ngood0="      << ngood[0]           // Number of good clusters in 0 iteration
+           << "nbad0="       << nbad[0]            // Number of bad clusters in 0 iteration
+           << "ngoodb="      << ngood[bestiter]    //                        in best iteration    
+           << "nbadb="       << nbad[bestiter]     //                        in best iteration
+           << "changes0="    << changes[0]         // Changes of pardrows in iteration number 0 
+           << "changesb="    << changes[bestiter]  // Changes of pardrows in best iteration
+           << "moffset0="    << moffset[0]         // Offset fixing angle in iter=0
+           << "smoffset0="   << smoffset[0]        // Sigma of offset fixing angle in iter=0
+           << "moffsetb="    << moffset[bestiter]  // Offset fixing angle in iter=best
+           << "smoffsetb="   << smoffset[bestiter] // Sigma of offset fixing angle in iter=best
+           << "mean0="       << mean[0]            // Mean dy in iter=0;
+           << "smean0="      << smean[0]           // Sigma of mean dy in iter=0
+           << "meanb="       << mean[bestiter]     // Mean dy in iter=best
+           << "smeanb="      << smean[bestiter]    // Sigma of mean dy in iter=best
+           << "angle0="      << angle[0]           // Angle deviation in the iteration number 0 
+           << "sangle0="     << sangle[0]          // Sigma of angular deviation in iteration number 0
+           << "angleb="      << angle[bestiter]    // Angle deviation in the best iteration   
+           << "sangleb="     << sangle[bestiter]   // Sigma of angle deviation in the best iteration   
+           << "expectederr=" << expectederr        // Expected error of cluster position
+           << "\n";
+  }
+
+  return nfound;
+
+}
+
+//_____________________________________________________________________________
+Int_t AliTRDtracker::Freq(Int_t n, const Int_t *inlist
+                        , Int_t *outlist, Bool_t down)
+{    
+  //
+  // Sort eleements according occurancy 
+  // The size of output array has is 2*n 
+  //
+
+  Int_t *sindexS = new Int_t[n];   // Temporary array for sorting
+  Int_t *sindexF = new Int_t[2*n];   
+  for (Int_t i = 0; i < n; i++) {
+    sindexF[i] = 0;
+  }
+
+  TMath::Sort(n,inlist,sindexS,down); 
+  Int_t last     = inlist[sindexS[0]];
+  Int_t val      = last;
+  sindexF[0]     = 1;
+  sindexF[0+n]   = last;
+  Int_t countPos = 0;
+
+  // Find frequency
+  for (Int_t i = 1; i < n; i++) {
+    val = inlist[sindexS[i]];
+    if (last == val) {
+      sindexF[countPos]++;
+    }
+    else {      
+      countPos++;
+      sindexF[countPos+n] = val;
+      sindexF[countPos]++;
+      last                = val;
+    }
+  }
+  if (last == val) {
+    countPos++;
+  }
+
+  // Sort according frequency
+  TMath::Sort(countPos,sindexF,sindexS,kTRUE);
+
+  for (Int_t i = 0; i < countPos; i++) {
+    outlist[2*i  ] = sindexF[sindexS[i]+n];
+    outlist[2*i+1] = sindexF[sindexS[i]];
+  }
+
+  delete [] sindexS;
+  delete [] sindexF;
+  
+  return countPos;
+
+}
+
+//_____________________________________________________________________________
+AliTRDtrack *AliTRDtracker::RegisterSeed(AliTRDseed *seeds, Double_t *params)
+{
+  //
+  // Register a seed
+  //
 
-      for(Int_t j=0; j<npoints; j++) {
-       AliTRDcluster *c=(AliTRDcluster*)ioArray->UncheckedAt(j);
-       array->AddLast(c);
-       ioArray->RemoveAt(j);
+  Double_t alpha = AliTRDgeometry::GetAlpha();
+  Double_t shift = AliTRDgeometry::GetAlpha()/2.0;
+  Double_t c[15];
+
+  c[ 0] = 0.2;
+  c[ 1] = 0.0; c[ 2] = 2.0;
+  c[ 3] = 0.0; c[ 4] = 0.0; c[ 5] = 0.02;
+  c[ 6] = 0.0; c[ 7] = 0.0; c[ 8] = 0.0;  c[ 9] = 0.1;
+  c[10] = 0.0; c[11] = 0.0; c[12] = 0.0;  c[13] = 0.0; c[14] = params[5]*params[5]*0.01;
+
+  Int_t index = 0;
+  AliTRDcluster *cl = 0;
+
+  for (Int_t ilayer = 0; ilayer < 6; ilayer++) {
+    if (seeds[ilayer].IsOK()) {
+      for (Int_t itime = 22; itime > 0; itime--) {
+       if (seeds[ilayer].GetIndexes(itime) > 0) {
+         index = seeds[ilayer].GetIndexes(itime);
+         cl    = seeds[ilayer].GetClusters(itime);
+         break;
+       }
       }
     }
+    if (index > 0) {
+      break;
+    }
+  }
+  if (cl == 0) {
+    return 0;
+  }
+
+  AliTRDtrack *track = new AliTRDtrack(cl
+                                      ,index
+                                      ,&params[1]
+                                      ,c
+                                      ,params[0]
+                                      ,params[6]*alpha+shift);
+  track->PropagateTo(params[0]-5.0);
+  track->ResetCovariance(1);
+
+  Int_t rc = FollowBackProlongation(*track);
+  if (rc < 30) {
+    delete track;
+    track = 0;
+  }
+  else {
+    track->CookdEdx();
+    CookdEdxTimBin(*track);
+    CookLabel(track,0.9);
+  }
+
+  return track;
+}
+
+//////////////////////////////////////////////////////////////////////////////////////////
+
+void AliTRDtracker::InitLogHists() {
+  fHBackfit = new TH1D("logTRD_backfit", "", 40, -0.5, 39.5);  
+  fHRefit = new TH1D("logTRD_refit", "", 40, -0.5, 39.5);
+  fHClSearch = new TH1D("logTRD_clSearch", "", 60, -0.5, 59.5); 
+  
+  fHX = new TH1D("logTRD_X", ";x (cm)", 200, 50, 400);
+  fHNCl = new TH1D("logTRD_ncl", "", 40, -0.5, 39.5);
+  fHNClTrack = new TH1D("logTRD_nclTrack", "", 180, -0.5, 179.5);
+  
+  fHMinYPos = new TH1D("logTRD_minYPos", ";#delta Y (cm)", 400, -6, 6);
+  fHMinYNeg = new TH1D("logTRD_minYNeg", ";#delta Y (cm)", 400, -6, 6);
+  fHMinZ = new TH1D("logTRD_minZ", ";#delta Z (cm)", 400, -20, 20);
+  fHMinD = new TH2D("logTRD_minD", ";#delta Y (cm);#delta Z (cm)", 100, -6, 6, 100, -50, 50);
+  
+  fHDeltaX = new TH1D("logTRD_deltaX", ";#delta X (cm)", 100, -5, 5);
+  fHXCl = new TH1D("logTRD_xCl", ";cluster x position (cm)", 1000, 280, 380);
+  
+  const char *nameFindCl[4] = {"logTRD_clY", "logTRD_clZ", "logTRD_clB", "logTRD_clG"};
+  
+  for(int i=0; i<4; i++) {
+    fHFindCl[i] = new TH1D(nameFindCl[i], "", 30, -0.5, 29.5);
+  }
+}
+
+//////////////////////////////////////////////////////////////////////////////////////////
+
+void AliTRDtracker::SaveLogHists() {
+
+  TDirectory *sav = gDirectory;
+  TFile *logFile = 0;
+
+  TSeqCollection *col = gROOT->GetListOfFiles();
+  int N = col->GetEntries();
+  for(int i=0; i<N; i++) {
+    logFile = (TFile*)col->At(i);
+    if (strstr(logFile->GetName(), "AliESDs.root")) break;
   }
+   
+  logFile->cd();
+  fHBackfit->Write(fHBackfit->GetName(), TObject::kOverwrite);
+  fHRefit->Write(fHRefit->GetName(), TObject::kOverwrite);
+  fHClSearch->Write(fHClSearch->GetName(), TObject::kOverwrite);
+  fHX->Write(fHX->GetName(), TObject::kOverwrite);
+  fHNCl->Write(fHNCl->GetName(), TObject::kOverwrite);
+  fHNClTrack->Write(fHNClTrack->GetName(), TObject::kOverwrite);
+
+  fHMinYPos->Write(fHMinYPos->GetName(), TObject::kOverwrite);
+  fHMinYNeg->Write(fHMinYNeg->GetName(), TObject::kOverwrite);
+  fHMinD->Write(fHMinD->GetName(), TObject::kOverwrite);
+  fHMinZ->Write(fHMinZ->GetName(), TObject::kOverwrite);
+  
+  fHDeltaX->Write(fHDeltaX->GetName(), TObject::kOverwrite);
+  fHXCl->Write(fHXCl->GetName(), TObject::kOverwrite);
+
+
+  for(int i=0; i<4; i++)
+    fHFindCl[i]->Write(fHFindCl[i]->GetName(), TObject::kOverwrite);
 
-  file->Close();                   
-  savedir->cd(); 
+  logFile->Flush();
   
+  sav->cd();
 }
 
+//////////////////////////////////////////////////////////////////////////////////////////