]> git.uio.no Git - u/mrichter/AliRoot.git/blobdiff - MUON/AliMUONTrackReconstructorK.cxx
Adding READMEeve.txt page
[u/mrichter/AliRoot.git] / MUON / AliMUONTrackReconstructorK.cxx
index b996cc4a4b9265566a85b0b84d2d96c482be1df8..33caec96582a7f206963105f1735d4ea8f0fc2ff 100644 (file)
@@ -37,6 +37,7 @@
 #include "AliMUONTrack.h"
 #include "AliMUONTrackParam.h"
 #include "AliMUONTrackExtrap.h"
+#include "AliMUONRecoParam.h"
 
 #include "AliMpArea.h"
 
@@ -51,8 +52,8 @@ ClassImp(AliMUONTrackReconstructorK) // Class implementation in ROOT context
 /// \endcond
 
   //__________________________________________________________________________
-AliMUONTrackReconstructorK::AliMUONTrackReconstructorK(AliMUONVClusterServer& clusterServer)
-  : AliMUONVTrackReconstructor(clusterServer)
+AliMUONTrackReconstructorK::AliMUONTrackReconstructorK(const AliMUONRecoParam* recoParam, AliMUONVClusterServer* clusterServer)
+  : AliMUONVTrackReconstructor(recoParam, clusterServer)
 {
   /// Constructor
 }
@@ -64,14 +65,15 @@ AliMUONTrackReconstructorK::~AliMUONTrackReconstructorK()
 } 
 
   //__________________________________________________________________________
-void AliMUONTrackReconstructorK::MakeTrackCandidates(AliMUONVClusterStore& clusterStore)
+Bool_t AliMUONTrackReconstructorK::MakeTrackCandidates(AliMUONVClusterStore& clusterStore)
 {
-  /// To make track candidates (assuming linear propagation if the flag fgkMakeTrackCandidatesFast is set to kTRUE):
+  /// To make track candidates (assuming linear propagation if AliMUONRecoParam::MakeTrackCandidatesFast() return kTRUE):
   /// Start with segments station(1..) 4 or 5 then follow track in station 5 or 4.
-  /// Good candidates are made of at least three clusters.
-  /// Keep only best candidates or all of them according to the flag fgkTrackAllTracks.
+  /// Good candidates are made of at least three clusters if both stations are requested (two otherwise).
+  /// Keep only best candidates or all of them according to the flag AliMUONRecoParam::TrackAllTracks().
   
   TClonesArray *segments;
+  AliMUONObjectPair *segment;
   AliMUONTrack *track;
   Int_t iCandidate = 0;
   Bool_t clusterFound;
@@ -82,7 +84,7 @@ void AliMUONTrackReconstructorK::MakeTrackCandidates(AliMUONVClusterStore& clust
   Int_t firstChamber(0);
   Int_t lastChamber(9);
   
-  if (AliMUONReconstructor::GetRecoParam()->CombineClusterTrackReco()) {
+  if (GetRecoParam()->CombineClusterTrackReco()) {
     // ... Here's the exception : ask the clustering to reconstruct
     // clusters *only* in station 4 and 5 for combined tracking
     firstChamber = 6;
@@ -90,81 +92,181 @@ void AliMUONTrackReconstructorK::MakeTrackCandidates(AliMUONVClusterStore& clust
   
   for (Int_t i = firstChamber; i <= lastChamber; ++i ) 
   {
-    fClusterServer.Clusterize(i, clusterStore, AliMpArea());
+    if (fClusterServer && GetRecoParam()->UseChamber(i)) fClusterServer->Clusterize(i, clusterStore, AliMpArea(), GetRecoParam());
   }
   
   // Loop over stations(1..) 5 and 4 and make track candidates
   for (Int_t istat=4; istat>=3; istat--) {
     
     // Make segments in the station
-    segments = MakeSegmentsInStation(clusterStore, istat);
+    segments = MakeSegmentsBetweenChambers(clusterStore, 2*istat, 2*istat+1);
     
     // Loop over segments
-    for (Int_t iseg=0; iseg<segments->GetEntriesFast(); iseg++) {
+    for (Int_t iSegment=0; iSegment<segments->GetEntriesFast(); iSegment++) {
       AliDebug(1,Form("Making primary candidate(1..) %d",++iCandidate));
+      segment = (AliMUONObjectPair*) segments->UncheckedAt(iSegment);
       
       // Transform segments to tracks and put them at the end of fRecTracksPtr
-      track = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack((AliMUONObjectPair*)((*segments)[iseg]));
+      track = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack(segment,GetRecoParam()->GetBendingVertexDispersion());
       fNRecTracks++;
       
-      // Printout for debuging
-      if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
-        cout<<endl<<"Track parameter covariances at first cluster:"<<endl;
-        ((AliMUONTrackParam*) (track->GetTrackParamAtCluster()->First()))->GetCovariances().Print();
-      }
-      
       // Look for compatible cluster(s) in the other station
-      if (AliMUONReconstructor::GetRecoParam()->MakeTrackCandidatesFast())
-       clusterFound = FollowLinearTrackInStation(*track, clusterStore, 7-istat);
-      else {
-        // First recompute track parameters and covariances on station(1..) 5 using Kalman filter
-        // (to make sure all tracks are treated in the same way)
-        if (istat == 4) RetraceTrack(*track, kFALSE);
-       clusterFound = FollowTrackInStation(*track, clusterStore, 7-istat);
-      }
+      if (GetRecoParam()->MakeTrackCandidatesFast()) clusterFound = FollowLinearTrackInStation(*track, clusterStore, 7-istat);
+      else clusterFound = FollowTrackInStation(*track, clusterStore, 7-istat);
       
-      // Remove track if no cluster found
-      if (!clusterFound) {
-        fRecTracksPtr->Remove(track);
-       fNRecTracks--;
+      // Remove track if no cluster found on a requested station
+      // or abort tracking if there are too many candidates
+      if (GetRecoParam()->RequestStation(7-istat)) {
+       if (!clusterFound) {
+         fRecTracksPtr->Remove(track);
+         fNRecTracks--;
+       } else if (fNRecTracks > GetRecoParam()->GetMaxTrackCandidates()) {
+         AliError(Form("Too many track candidates (%d tracks). Abort tracking.", fNRecTracks));
+         delete segments;
+         return kFALSE;
+       }
+      } else {
+       if ((fNRecTracks + segments->GetEntriesFast() - iSegment - 1) > GetRecoParam()->GetMaxTrackCandidates()) {
+         AliError(Form("Too many track candidates (%d tracks). Abort tracking.", fNRecTracks + segments->GetEntriesFast() - iSegment - 1));
+         delete segments;
+         return kFALSE;
+       }
       }
       
     }
+    
     // delete the array of segments
     delete segments;
   }
   
+  // Keep all different tracks if required
+  if (GetRecoParam()->TrackAllTracks()) RemoveIdenticalTracks();
   
-  // Retrace tracks using Kalman filter and remove bad ones
-  if (AliMUONReconstructor::GetRecoParam()->MakeTrackCandidatesFast()) {
-    fRecTracksPtr->Compress(); // this is essential before checking tracks
+  // Retrace tracks using Kalman filter and select them if needed
+  Int_t nCurrentTracks = fRecTracksPtr->GetLast()+1;
+  for (Int_t iRecTrack = 0; iRecTrack < nCurrentTracks; iRecTrack++) {
+    track = (AliMUONTrack*) fRecTracksPtr->UncheckedAt(iRecTrack);
     
-    Int_t currentNRecTracks = fNRecTracks;
-    for (Int_t iRecTrack = 0; iRecTrack < currentNRecTracks; iRecTrack++) {
-      track = (AliMUONTrack*) fRecTracksPtr->UncheckedAt(iRecTrack);
+    // skip empty slots
+    if(!track) continue;
+    
+    // retrace tracks using Kalman filter
+    RetraceTrack(*track,kTRUE);
+    
+    // remove tracks out of limits
+    if (!IsAcceptable(*((AliMUONTrackParam*)track->GetTrackParamAtCluster()->First()))) {
+      fRecTracksPtr->Remove(track);
+      fNRecTracks--;
+    }
+    
+  }
+  
+  // Keep only the best tracks if required
+  if (!GetRecoParam()->TrackAllTracks()) RemoveDoubleTracks();
+  else fRecTracksPtr->Compress();
+  
+  AliDebug(1,Form("Number of good candidates = %d",fNRecTracks));
+  
+  return kTRUE;
+  
+}
+
+  //__________________________________________________________________________
+Bool_t AliMUONTrackReconstructorK::MakeMoreTrackCandidates(AliMUONVClusterStore& clusterStore)
+{
+  /// To make extra track candidates assuming linear propagation:
+  /// clustering is supposed to be already done
+  /// Start with segments made of 1 cluster in each of the stations 4 and 5 then follow track in remaining chambers.
+  /// Good candidates are made of at least three clusters if both stations are requested (two otherwise).
+  /// Keep only best candidates or all of them according to the flag fgkTrackAllTracks.
+  
+  TClonesArray *segments;
+  AliMUONObjectPair *segment;
+  AliMUONTrack *track;
+  Int_t iCandidate = 0, iCurrentTrack, nCurrentTracks;
+  Int_t initialNRecTracks = fNRecTracks;
+  Bool_t clusterFound;
+  
+  AliDebug(1,"Enter MakeMoreTrackCandidates");
+  
+  // Double loop over chambers in stations(1..) 4 and 5 to make track candidates
+  for (Int_t ich1 = 6; ich1 <= 7; ich1++) {
+    for (Int_t ich2 = 8; ich2 <= 9; ich2++) {
       
-      // Recompute track parameters and covariances using Kalman filter
-      RetraceTrack(*track,kTRUE);
+      // Make segments between ch1 and ch2
+      segments = MakeSegmentsBetweenChambers(clusterStore, ich1, ich2);
       
-      // Remove the track if the normalized chi2 is too high
-      if (track->GetNormalizedChi2() > AliMUONReconstructor::GetRecoParam()->GetSigmaCutForTracking() *
-                                      AliMUONReconstructor::GetRecoParam()->GetSigmaCutForTracking()) {
-        fRecTracksPtr->Remove(track);
-        fNRecTracks--;
+      /// Remove segments already attached to a track
+      RemoveUsedSegments(*segments);
+      
+      // Loop over segments
+      for (Int_t iSegment=0; iSegment<segments->GetEntriesFast(); iSegment++) {
+       AliDebug(1,Form("Making primary candidate(1..) %d",++iCandidate));
+       segment = (AliMUONObjectPair*) segments->UncheckedAt(iSegment);
+       
+       // Transform segments to tracks and put them at the end of fRecTracksPtr
+       iCurrentTrack = fRecTracksPtr->GetLast()+1;
+       track = new ((*fRecTracksPtr)[iCurrentTrack]) AliMUONTrack(segment,GetRecoParam()->GetBendingVertexDispersion());
+       fNRecTracks++;
+       
+       // Look for compatible cluster(s) in the second chamber of station 5
+       clusterFound = FollowLinearTrackInChamber(*track, clusterStore, 17-ich2);
+       
+       // skip the original track in case it has been removed
+       if (GetRecoParam()->TrackAllTracks() && clusterFound) iCurrentTrack++;
+       
+       // loop over every new tracks
+       nCurrentTracks = fRecTracksPtr->GetLast()+1;
+       while (iCurrentTrack < nCurrentTracks) {
+         track = (AliMUONTrack*) fRecTracksPtr->UncheckedAt(iCurrentTrack);
+         
+         // Look for compatible cluster(s) in the second chamber of station 4
+         FollowLinearTrackInChamber(*track, clusterStore, 13-ich1);
+         
+         iCurrentTrack++;
+       }
+       
+       // abort tracking if there are too many candidates
+       if ((fNRecTracks + segments->GetEntriesFast() - iSegment - 1) > GetRecoParam()->GetMaxTrackCandidates()) {
+         AliError(Form("Too many track candidates (%d tracks). Abort tracking.", fNRecTracks + segments->GetEntriesFast() - iSegment - 1));
+         delete segments;
+         return kFALSE;
+       }
+       
       }
       
+      // delete the array of segments
+      delete segments;
     }
-    
   }
   
-  fRecTracksPtr->Compress(); // this is essential before checking tracks
+  // Retrace tracks using Kalman filter (also compute track chi2) and select them
+  nCurrentTracks = fRecTracksPtr->GetLast()+1;
+  for (Int_t iRecTrack = initialNRecTracks; iRecTrack < nCurrentTracks; iRecTrack++) {
+    track = (AliMUONTrack*) fRecTracksPtr->UncheckedAt(iRecTrack);
+    
+    // skip empty slots
+    if(!track) continue;
+    
+    // retrace tracks using Kalman filter
+    RetraceTrack(*track,kTRUE);
+    
+    // remove tracks with absolute bending momentum out of limits
+    if (!IsAcceptable(*((AliMUONTrackParam*)track->GetTrackParamAtCluster()->First()))) {
+      fRecTracksPtr->Remove(track);
+      fNRecTracks--;
+    }
+    
+  }
   
-  // Keep all different tracks or only the best ones as required
-  if (AliMUONReconstructor::GetRecoParam()->TrackAllTracks()) RemoveIdenticalTracks();
-  else RemoveDoubleTracks();
+  // Keep only the best tracks if required
+  if (!GetRecoParam()->TrackAllTracks()) RemoveDoubleTracks();
+  else fRecTracksPtr->Compress();
   
   AliDebug(1,Form("Number of good candidates = %d",fNRecTracks));
   
+  return kTRUE;
+  
 }
 
   //__________________________________________________________________________
@@ -187,6 +289,11 @@ void AliMUONTrackReconstructorK::RetraceTrack(AliMUONTrack &trackCandidate, Bool
     // parameters at last but one cluster
     AliMUONTrackParam* previousTrackParam = (AliMUONTrackParam*) trackCandidate.GetTrackParamAtCluster()->Before(lastTrackParam);
     AliMUONVCluster* cluster1 = previousTrackParam->GetClusterPtr();
+    // make sure it is on the previous chamber (can have 2 clusters in the same chamber after "ComplementTrack")
+    if (cluster2->GetChamberId() == cluster1->GetChamberId()) {
+      previousTrackParam = (AliMUONTrackParam*) trackCandidate.GetTrackParamAtCluster()->Before(previousTrackParam);
+      cluster1 = previousTrackParam->GetClusterPtr();
+    }
     Double_t x1 = cluster1->GetX();
     Double_t y1 = cluster1->GetY();
     Double_t z1 = cluster1->GetZ();
@@ -199,19 +306,34 @@ void AliMUONTrackReconstructorK::RetraceTrack(AliMUONTrack &trackCandidate, Bool
     lastTrackParam->SetNonBendingSlope((x1 - x2) / dZ);
     lastTrackParam->SetBendingSlope((y1 - y2) / dZ);
     Double_t bendingImpact = y2 - z2 * lastTrackParam->GetBendingSlope();
-    lastTrackParam->SetInverseBendingMomentum(1. / AliMUONTrackExtrap::GetBendingMomentumFromImpactParam(bendingImpact));
+    Double_t inverseBendingMomentum = 1. / AliMUONTrackExtrap::GetBendingMomentumFromImpactParam(bendingImpact);
+    lastTrackParam->SetInverseBendingMomentum(inverseBendingMomentum);
     
     // => Reset track parameter covariances at last cluster (as if the other clusters did not exist)
     TMatrixD lastParamCov(5,5);
     lastParamCov.Zero();
     // Non bending plane
     lastParamCov(0,0) = cluster2->GetErrX2();
-    lastParamCov(1,1) = 100. * ( cluster1->GetErrX2() + cluster2->GetErrX2() ) / dZ / dZ;
+    lastParamCov(0,1) = - cluster2->GetErrX2() / dZ;
+    lastParamCov(1,0) = lastParamCov(0,1);
+    lastParamCov(1,1) = ( 1000. * cluster1->GetErrX2() + cluster2->GetErrX2() ) / dZ / dZ;
     // Bending plane
     lastParamCov(2,2) = cluster2->GetErrY2();
-    lastParamCov(3,3) = 100. * ( cluster1->GetErrY2() + cluster2->GetErrY2() ) / dZ / dZ;
-    // Inverse bending momentum (50% error)
-    lastParamCov(4,4) = 0.5*lastTrackParam->GetInverseBendingMomentum() * 0.5*lastTrackParam->GetInverseBendingMomentum();
+    lastParamCov(2,3) = - cluster2->GetErrY2() / dZ;
+    lastParamCov(3,2) = lastParamCov(2,3);
+    lastParamCov(3,3) = ( 1000. * cluster1->GetErrY2() + cluster2->GetErrY2() ) / dZ / dZ;
+    // Inverse bending momentum (vertex resolution + bending slope resolution + 10% error on dipole parameters+field)
+    if (AliMUONTrackExtrap::IsFieldON()) {
+      lastParamCov(4,4) = ((GetRecoParam()->GetBendingVertexDispersion() *
+                           GetRecoParam()->GetBendingVertexDispersion() +
+                           (z1 * z1 * cluster2->GetErrY2() + z2 * z2 * 1000. * cluster1->GetErrY2()) / dZ / dZ) /
+                          bendingImpact / bendingImpact + 0.1 * 0.1) * inverseBendingMomentum * inverseBendingMomentum;
+      lastParamCov(2,4) = z1 * cluster2->GetErrY2() * inverseBendingMomentum / bendingImpact / dZ;
+      lastParamCov(4,2) = lastParamCov(2,4);
+      lastParamCov(3,4) = - (z1 * cluster2->GetErrY2() + z2 * 1000. * cluster1->GetErrY2()) *
+      inverseBendingMomentum / bendingImpact / dZ / dZ;
+      lastParamCov(4,3) = lastParamCov(3,4);
+    } else lastParamCov(4,4) = inverseBendingMomentum*inverseBendingMomentum;
     lastTrackParam->SetCovariances(lastParamCov);
     
     // Reset the track chi2
@@ -254,14 +376,14 @@ void AliMUONTrackReconstructorK::RetracePartialTrack(AliMUONTrack &trackCandidat
     AliMUONTrackExtrap::AddMCSEffect(trackParamAtCluster,AliMUONConstants::ChamberThicknessInX0(),1.);
     
     // reset propagator for smoother
-    if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) trackParamAtCluster->ResetPropagator();
+    if (GetRecoParam()->UseSmoother()) trackParamAtCluster->ResetPropagator();
     
-    // add MCS in missing chambers if any (at most 2 chambers can be missing according to tracking criteria)
+    // add MCS in missing chambers if any
     currentChamber = trackParamAtCluster->GetClusterPtr()->GetChamberId();
     while (currentChamber < expectedChamber) {
       // extrapolation to the missing chamber (update the propagator)
       AliMUONTrackExtrap::ExtrapToZCov(trackParamAtCluster, AliMUONConstants::DefaultChamberZ(expectedChamber),
-                                      AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                      GetRecoParam()->UseSmoother());
       // add MCS effect
       AliMUONTrackExtrap::AddMCSEffect(trackParamAtCluster,AliMUONConstants::ChamberThicknessInX0(),1.);
       expectedChamber--;
@@ -269,9 +391,9 @@ void AliMUONTrackReconstructorK::RetracePartialTrack(AliMUONTrack &trackCandidat
     
     // extrapolation to the plane of the cluster attached to the current trackParamAtCluster (update the propagator)
     AliMUONTrackExtrap::ExtrapToZCov(trackParamAtCluster, trackParamAtCluster->GetClusterPtr()->GetZ(),
-                                    AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                    GetRecoParam()->UseSmoother());
     
-    if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) {
+    if (GetRecoParam()->UseSmoother()) {
       // save extrapolated parameters for smoother
       trackParamAtCluster->SetExtrapParameters(trackParamAtCluster->GetParameters());
       
@@ -279,7 +401,7 @@ void AliMUONTrackReconstructorK::RetracePartialTrack(AliMUONTrack &trackCandidat
       trackParamAtCluster->SetExtrapCovariances(trackParamAtCluster->GetCovariances());
     }
     
-    // Compute new track parameters including "clusterCh2" using kalman filter
+    // Compute new track parameters using kalman filter
     addChi2TrackAtCluster = RunKalmanFilter(*trackParamAtCluster);
     
     // Update the track chi2
@@ -300,14 +422,13 @@ void AliMUONTrackReconstructorK::RetracePartialTrack(AliMUONTrack &trackCandidat
 }
 
   //__________________________________________________________________________
-void AliMUONTrackReconstructorK::FollowTracks(AliMUONVClusterStore& clusterStore)
+Bool_t AliMUONTrackReconstructorK::FollowTracks(AliMUONVClusterStore& clusterStore)
 {
   /// Follow tracks in stations(1..) 3, 2 and 1
   AliDebug(1,"Enter FollowTracks");
   
   AliMUONTrack *track;
   Int_t currentNRecTracks;
-  Bool_t clusterFound;
   
   for (Int_t station = 2; station >= 0; station--) {
     
@@ -321,23 +442,45 @@ void AliMUONTrackReconstructorK::FollowTracks(AliMUONVClusterStore& clusterStore
       
       track = (AliMUONTrack*) fRecTracksPtr->UncheckedAt(iRecTrack);
       
-      // Printout for debuging
-      if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
-        cout<<endl<<"Track parameter covariances at first cluster:"<<endl;
-        ((AliMUONTrackParam*) (track->GetTrackParamAtCluster()->First()))->GetCovariances().Print();
-      }
-      
       // Look for compatible cluster(s) in station(0..) "station"
-      clusterFound = FollowTrackInStation(*track, clusterStore, station);
-      
-      // Try to recover track if required
-      if (!clusterFound && AliMUONReconstructor::GetRecoParam()->RecoverTracks())
-       clusterFound = RecoverTrack(*track, clusterStore, station);
+      if (!FollowTrackInStation(*track, clusterStore, station)) {
+       
+       // Try to recover track if required
+       if (GetRecoParam()->RecoverTracks()) {
+         
+         // work on a copy of the track if this station is not required
+         // to keep the case where no cluster is reconstructed as a possible candidate
+         if (!GetRecoParam()->RequestStation(station)) {
+           track = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack(*track);
+           fNRecTracks++;
+         }
+         
+         // try to recover
+         if (!RecoverTrack(*track, clusterStore, station)) {
+           // remove track if no cluster found
+           fRecTracksPtr->Remove(track);
+           fNRecTracks--;
+         }
+         
+       } else if (GetRecoParam()->RequestStation(station)) {
+         // remove track if no cluster found
+         fRecTracksPtr->Remove(track);
+         fNRecTracks--;
+       } 
+       
+      }
       
-      // remove track if no cluster found
-      if (!clusterFound) {
-       fRecTracksPtr->Remove(track);
-       fNRecTracks--;
+      // abort tracking if there are too many candidates
+      if (GetRecoParam()->RequestStation(station)) {
+       if (fNRecTracks > GetRecoParam()->GetMaxTrackCandidates()) {
+         AliError(Form("Too many track candidates (%d tracks). Abort tracking.", fNRecTracks));
+         return kFALSE;
+       }
+      } else {
+       if ((fNRecTracks + currentNRecTracks - iRecTrack - 1) > GetRecoParam()->GetMaxTrackCandidates()) {
+         AliError(Form("Too many track candidates (%d tracks). Abort tracking.", fNRecTracks + currentNRecTracks - iRecTrack - 1));
+         return kFALSE;
+       }
       }
       
     }
@@ -345,10 +488,173 @@ void AliMUONTrackReconstructorK::FollowTracks(AliMUONVClusterStore& clusterStore
     fRecTracksPtr->Compress(); // this is essential before checking tracks
     
     // Keep only the best tracks if required
-    if (!AliMUONReconstructor::GetRecoParam()->TrackAllTracks()) RemoveDoubleTracks();
+    if (!GetRecoParam()->TrackAllTracks()) RemoveDoubleTracks();
     
   }
   
+  return kTRUE;
+  
+}
+
+  //__________________________________________________________________________
+Bool_t AliMUONTrackReconstructorK::FollowTrackInChamber(AliMUONTrack &trackCandidate, AliMUONVClusterStore& clusterStore, Int_t nextChamber)
+{
+  /// Follow trackCandidate in chamber(0..) nextChamber and search for compatible cluster(s)
+  /// Keep all possibilities or only the best one(s) according to the flag fgkTrackAllTracks:
+  /// kTRUE:  duplicate "trackCandidate" if there are several possibilities and add the new tracks at the end of
+  ///         fRecTracksPtr to avoid conficts with other track candidates at this current stage of the tracking procedure.
+  ///         Remove the obsolete "trackCandidate" at the end.
+  /// kFALSE: add only the best cluster(s) to the "trackCandidate". Try to add a couple of clusters in priority.
+  /// return kTRUE if new cluster(s) have been found (otherwise return kFALSE)
+  AliDebug(1,Form("Enter FollowTrackInChamber(1..) %d", nextChamber+1));
+  
+  Double_t chi2OfCluster;
+  Double_t maxChi2OfCluster = 2. * GetRecoParam()->GetSigmaCutForTracking() *
+                                  GetRecoParam()->GetSigmaCutForTracking(); // 2 because 2 quantities in chi2
+  Double_t addChi2TrackAtCluster;
+  Double_t bestAddChi2TrackAtCluster = 1.e10;
+  Bool_t foundOneCluster = kFALSE;
+  AliMUONTrack *newTrack = 0x0;
+  AliMUONVCluster *cluster;
+  AliMUONTrackParam extrapTrackParamAtCh;
+  AliMUONTrackParam extrapTrackParamAtCluster;
+  AliMUONTrackParam bestTrackParamAtCluster;
+  
+  // Get track parameters according to the propagation direction
+  if (nextChamber > 7) extrapTrackParamAtCh = *(AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->Last();
+  else extrapTrackParamAtCh = *(AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->First();
+  
+  // Printout for debuging
+  if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
+    cout<<endl<<"Track parameters and covariances at first cluster:"<<endl;
+    extrapTrackParamAtCh.GetParameters().Print();
+    extrapTrackParamAtCh.GetCovariances().Print();
+  }
+  
+  // Add MCS effect
+  AliMUONTrackExtrap::AddMCSEffect(&extrapTrackParamAtCh,AliMUONConstants::ChamberThicknessInX0(),1.);
+  
+  // reset propagator for smoother
+  if (GetRecoParam()->UseSmoother()) extrapTrackParamAtCh.ResetPropagator();
+  
+  // Add MCS in the missing chamber(s) if any
+  Int_t currentChamber = extrapTrackParamAtCh.GetClusterPtr()->GetChamberId();
+  while (currentChamber > nextChamber + 1) {
+    // extrapolation to the missing chamber
+    currentChamber--;
+    AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParamAtCh, AliMUONConstants::DefaultChamberZ(currentChamber),
+                                    GetRecoParam()->UseSmoother());
+    // add MCS effect
+    AliMUONTrackExtrap::AddMCSEffect(&extrapTrackParamAtCh,AliMUONConstants::ChamberThicknessInX0(),1.);
+  }
+  
+  //Extrapolate trackCandidate to chamber
+  AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParamAtCh, AliMUONConstants::DefaultChamberZ(nextChamber),
+                                  GetRecoParam()->UseSmoother());
+  
+  // Printout for debuging
+  if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
+    cout<<endl<<"Track parameters and covariances at first cluster extrapolated to z = "<<AliMUONConstants::DefaultChamberZ(nextChamber)<<":"<<endl;
+    extrapTrackParamAtCh.GetParameters().Print();
+    extrapTrackParamAtCh.GetCovariances().Print();
+  }
+  
+  // Printout for debuging
+  if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+    cout << "FollowTrackInChamber: look for clusters in chamber(1..): " << nextChamber+1 << endl;
+  }
+  
+  // Ask the clustering to reconstruct new clusters around the track position in the current chamber
+  // except for station 4 and 5 that are already entirely clusterized
+  if (GetRecoParam()->CombineClusterTrackReco()) {
+    if (nextChamber < 6) AskForNewClustersInChamber(extrapTrackParamAtCh, clusterStore, nextChamber);
+  }
+  
+  // Create iterators to loop over clusters in both chambers
+  TIter next(clusterStore.CreateChamberIterator(nextChamber,nextChamber));
+  
+  // look for candidates in chamber
+  while ( ( cluster = static_cast<AliMUONVCluster*>(next()) ) ) {
+    
+    // try to add the current cluster fast
+    if (!TryOneClusterFast(extrapTrackParamAtCh, cluster)) continue;
+    
+    // try to add the current cluster accuratly
+    chi2OfCluster = TryOneCluster(extrapTrackParamAtCh, cluster, extrapTrackParamAtCluster,
+                                 GetRecoParam()->UseSmoother());
+    
+    // if good chi2 then consider to add cluster
+    if (chi2OfCluster < maxChi2OfCluster) {
+      
+      if (GetRecoParam()->UseSmoother()) {
+       // save extrapolated parameters for smoother
+       extrapTrackParamAtCluster.SetExtrapParameters(extrapTrackParamAtCluster.GetParameters());
+       
+       // save extrapolated covariance matrix for smoother
+       extrapTrackParamAtCluster.SetExtrapCovariances(extrapTrackParamAtCluster.GetCovariances());
+      }
+      
+      // Compute new track parameters including new cluster using kalman filter
+      addChi2TrackAtCluster = RunKalmanFilter(extrapTrackParamAtCluster);
+      
+      // skip track out of limits
+      if (!IsAcceptable(extrapTrackParamAtCluster)) continue;
+      
+      // remember a cluster was found
+      foundOneCluster = kTRUE;
+      
+      // Printout for debuging
+      if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+       cout << "FollowTrackInChamber: found one cluster in chamber(1..): " << nextChamber+1
+       << " (Chi2 = " << chi2OfCluster << ")" << endl;
+       cluster->Print();
+      }
+      
+      if (GetRecoParam()->TrackAllTracks()) {
+       // copy trackCandidate into a new track put at the end of fRecTracksPtr and add the new cluster
+       newTrack = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack(trackCandidate);
+       UpdateTrack(*newTrack,extrapTrackParamAtCluster,addChi2TrackAtCluster);
+       fNRecTracks++;
+       
+       // Printout for debuging
+       if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+         cout << "FollowTrackInChamber: added one cluster in chamber(1..): " << nextChamber+1 << endl;
+         if (AliLog::GetGlobalDebugLevel() >= 3) newTrack->RecursiveDump();
+       }
+       
+      } else if (addChi2TrackAtCluster < bestAddChi2TrackAtCluster) {
+       // keep track of the best cluster
+       bestAddChi2TrackAtCluster = addChi2TrackAtCluster;
+       bestTrackParamAtCluster = extrapTrackParamAtCluster;
+      }
+      
+    }
+    
+  }
+  
+  // fill out the best track if required else clean up the fRecTracksPtr array
+  if (!GetRecoParam()->TrackAllTracks()) {
+    if (foundOneCluster) {
+      UpdateTrack(trackCandidate,bestTrackParamAtCluster,bestAddChi2TrackAtCluster);
+      
+      // Printout for debuging
+      if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+        cout << "FollowTrackInChamber: added the best cluster in chamber(1..): " << bestTrackParamAtCluster.GetClusterPtr()->GetChamberId()+1 << endl;
+        if (AliLog::GetGlobalDebugLevel() >= 3) newTrack->RecursiveDump();
+      }
+      
+    } else return kFALSE;
+    
+  } else if (foundOneCluster) {
+    
+    // remove obsolete track
+    fRecTracksPtr->Remove(&trackCandidate);
+    fNRecTracks--;
+    
+  } else return kFALSE;
+  
+  return kTRUE;
+  
 }
 
   //__________________________________________________________________________
@@ -376,8 +682,8 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
   }
   
   Double_t chi2OfCluster;
-  Double_t maxChi2OfCluster = 2. * AliMUONReconstructor::GetRecoParam()->GetSigmaCutForTracking() *
-                                  AliMUONReconstructor::GetRecoParam()->GetSigmaCutForTracking(); // 2 because 2 quantities in chi2
+  Double_t maxChi2OfCluster = 2. * GetRecoParam()->GetSigmaCutForTracking() *
+                                  GetRecoParam()->GetSigmaCutForTracking(); // 2 because 2 quantities in chi2
   Double_t addChi2TrackAtCluster1;
   Double_t addChi2TrackAtCluster2;
   Double_t bestAddChi2TrackAtCluster1 = 1.e10;
@@ -403,28 +709,38 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
   if (nextStation==4) extrapTrackParamAtCh = *(AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->Last();
   else extrapTrackParamAtCh = *(AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->First();
   
+  // Printout for debuging
+  if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
+    cout<<endl<<"Track parameters and covariances at first cluster:"<<endl;
+    extrapTrackParamAtCh.GetParameters().Print();
+    extrapTrackParamAtCh.GetCovariances().Print();
+  }
+  
   // Add MCS effect
   AliMUONTrackExtrap::AddMCSEffect(&extrapTrackParamAtCh,AliMUONConstants::ChamberThicknessInX0(),1.);
   
   // reset propagator for smoother
-  if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) extrapTrackParamAtCh.ResetPropagator();
+  if (GetRecoParam()->UseSmoother()) extrapTrackParamAtCh.ResetPropagator();
   
-  // Add MCS in the missing chamber if any (only 1 chamber can be missing according to tracking criteria)
-  if (ch1 < ch2 && extrapTrackParamAtCh.GetClusterPtr()->GetChamberId() > ch2 + 1) {
+  // Add MCS in the missing chamber(s) if any
+  Int_t currentChamber = extrapTrackParamAtCh.GetClusterPtr()->GetChamberId();
+  while (ch1 < ch2 && currentChamber > ch2 + 1) {
     // extrapolation to the missing chamber
-    AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParamAtCh, AliMUONConstants::DefaultChamberZ(ch2 + 1),
-                                    AliMUONReconstructor::GetRecoParam()->UseSmoother());
+    currentChamber--;
+    AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParamAtCh, AliMUONConstants::DefaultChamberZ(currentChamber),
+                                    GetRecoParam()->UseSmoother());
     // add MCS effect
     AliMUONTrackExtrap::AddMCSEffect(&extrapTrackParamAtCh,AliMUONConstants::ChamberThicknessInX0(),1.);
   }
   
   //Extrapolate trackCandidate to chamber "ch2"
   AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParamAtCh, AliMUONConstants::DefaultChamberZ(ch2),
-                                  AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                  GetRecoParam()->UseSmoother());
   
   // Printout for debuging
   if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
-    cout<<endl<<"Track parameter covariances at first cluster extrapolated to z = "<<AliMUONConstants::DefaultChamberZ(ch2)<<":"<<endl;
+    cout<<endl<<"Track parameters and covariances at first cluster extrapolated to z = "<<AliMUONConstants::DefaultChamberZ(ch2)<<":"<<endl;
+    extrapTrackParamAtCh.GetParameters().Print();
     extrapTrackParamAtCh.GetCovariances().Print();
   }
   
@@ -435,7 +751,7 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
   
   // Ask the clustering to reconstruct new clusters around the track position in the current station
   // except for station 4 and 5 that are already entirely clusterized
-  if (AliMUONReconstructor::GetRecoParam()->CombineClusterTrackReco()) {
+  if (GetRecoParam()->CombineClusterTrackReco()) {
     if (nextStation < 3) AskForNewClustersInStation(extrapTrackParamAtCh, clusterStore, nextStation);
   }
   
@@ -451,20 +767,12 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
     
     // try to add the current cluster accuratly
     chi2OfCluster = TryOneCluster(extrapTrackParamAtCh, clusterCh2, extrapTrackParamAtCluster2,
-                                 AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                 GetRecoParam()->UseSmoother());
     
     // if good chi2 then try to attach a cluster in the other chamber too
     if (chi2OfCluster < maxChi2OfCluster) {
-      Bool_t foundSecondCluster = kFALSE;
-      
-      // Printout for debuging
-      if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
-        cout << "FollowTrackInStation: found one cluster in chamber(1..): " << ch2+1
-            << " (Chi2 = " << chi2OfCluster << ")" << endl;
-        cout << "                      look for second clusters in chamber(1..): " << ch1+1 << " ..." << endl;
-      }
       
-      if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) {
+      if (GetRecoParam()->UseSmoother()) {
         // save extrapolated parameters for smoother
         extrapTrackParamAtCluster2.SetExtrapParameters(extrapTrackParamAtCluster2.GetParameters());
         
@@ -475,6 +783,17 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
       // Compute new track parameters including "clusterCh2" using kalman filter
       addChi2TrackAtCluster2 = RunKalmanFilter(extrapTrackParamAtCluster2);
       
+      // skip track out of limits
+      if (!IsAcceptable(extrapTrackParamAtCluster2)) continue;
+      
+      // Printout for debuging
+      if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+        cout << "FollowTrackInStation: found one cluster in chamber(1..): " << ch2+1
+       << " (Chi2 = " << chi2OfCluster << ")" << endl;
+       clusterCh2->Print();
+        cout << "                      look for second clusters in chamber(1..): " << ch1+1 << " ..." << endl;
+      }
+      
       // copy new track parameters for next step
       extrapTrackParam = extrapTrackParamAtCluster2;
       
@@ -482,17 +801,18 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
       AliMUONTrackExtrap::AddMCSEffect(&extrapTrackParam,AliMUONConstants::ChamberThicknessInX0(),1.);
       
       // reset propagator for smoother
-      if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) extrapTrackParam.ResetPropagator();
+      if (GetRecoParam()->UseSmoother()) extrapTrackParam.ResetPropagator();
       
       //Extrapolate track parameters to chamber "ch1"
       AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParam, AliMUONConstants::DefaultChamberZ(ch1),
-                                      AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                      GetRecoParam()->UseSmoother());
       
       // reset cluster iterator of chamber 1
       nextInCh1.Reset();
       iCluster1 = -1;
       
       // look for second candidates in chamber 1
+      Bool_t foundSecondCluster = kFALSE;
       while ( ( clusterCh1 = static_cast<AliMUONVCluster*>(nextInCh1()) ) ) {
        iCluster1++;
        
@@ -501,20 +821,12 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
        
        // try to add the current cluster accuratly
        chi2OfCluster = TryOneCluster(extrapTrackParam, clusterCh1, extrapTrackParamAtCluster1,
-                                         AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                     GetRecoParam()->UseSmoother());
        
        // if good chi2 then consider to add the 2 clusters to the "trackCandidate"
        if (chi2OfCluster < maxChi2OfCluster) {
-         foundSecondCluster = kTRUE;
-         foundTwoClusters = kTRUE;
-          
-         // Printout for debuging
-         if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
-           cout << "FollowTrackInStation: found one cluster in chamber(1..): " << ch1+1
-                << " (Chi2 = " << chi2OfCluster << ")" << endl;
-         }
           
-          if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) {
+          if (GetRecoParam()->UseSmoother()) {
             // save extrapolated parameters for smoother
             extrapTrackParamAtCluster1.SetExtrapParameters(extrapTrackParamAtCluster1.GetParameters());
             
@@ -525,16 +837,26 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
           // Compute new track parameters including "clusterCh1" using kalman filter
           addChi2TrackAtCluster1 = RunKalmanFilter(extrapTrackParamAtCluster1);
           
-         if (AliMUONReconstructor::GetRecoParam()->TrackAllTracks()) {
+         // skip track out of limits
+         if (!IsAcceptable(extrapTrackParamAtCluster1)) continue;
+         
+         // remember a second cluster was found
+         foundSecondCluster = kTRUE;
+         foundTwoClusters = kTRUE;
+          
+         // Printout for debuging
+         if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+           cout << "FollowTrackInStation: found one cluster in chamber(1..): " << ch1+1
+           << " (Chi2 = " << chi2OfCluster << ")" << endl;
+           clusterCh1->Print();
+         }
+         
+         if (GetRecoParam()->TrackAllTracks()) {
            // copy trackCandidate into a new track put at the end of fRecTracksPtr and add the new clusters
             newTrack = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack(trackCandidate);
            UpdateTrack(*newTrack,extrapTrackParamAtCluster1,extrapTrackParamAtCluster2,addChi2TrackAtCluster1,addChi2TrackAtCluster2);
            fNRecTracks++;
            
-           // if we are arrived on station(1..) 5, recompute track parameters and covariances starting from this station
-           // (going in the right direction)
-           if (nextStation == 4) RetraceTrack(*newTrack,kTRUE);
-           
            // Tag clusterCh1 as used
            clusterCh1Used[iCluster1] = kTRUE;
            
@@ -558,18 +880,16 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
       
       // if no clusterCh1 found then consider to add clusterCh2 only
       if (!foundSecondCluster) {
+       
+       // remember a cluster was found
        foundOneCluster = kTRUE;
         
-       if (AliMUONReconstructor::GetRecoParam()->TrackAllTracks()) {
+       if (GetRecoParam()->TrackAllTracks()) {
          // copy trackCandidate into a new track put at the end of fRecTracksPtr and add the new cluster
           newTrack = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack(trackCandidate);
          UpdateTrack(*newTrack,extrapTrackParamAtCluster2,addChi2TrackAtCluster2);
          fNRecTracks++;
          
-         // if we are arrived on station(1..) 5, recompute track parameters and covariances starting from this station
-         // (going in the right direction)
-         if (nextStation == 4) RetraceTrack(*newTrack,kTRUE);
-         
          // Printout for debuging
          if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
            cout << "FollowTrackInStation: added one cluster in chamber(1..): " << ch2+1 << endl;
@@ -590,19 +910,26 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
   
   // look for candidates in chamber 1 not already attached to a track
   // if we want to keep all possible tracks or if no good couple of clusters has been found
-  if (AliMUONReconstructor::GetRecoParam()->TrackAllTracks() || !foundTwoClusters) {
-    
-    // Printout for debuging
-    if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
-      cout << "FollowTrackInStation: look for single clusters in chamber(1..): " << ch1+1 << endl;
-    }
+  if (GetRecoParam()->TrackAllTracks() || !foundTwoClusters) {
     
     // add MCS effect for next step
     AliMUONTrackExtrap::AddMCSEffect(&extrapTrackParamAtCh,AliMUONConstants::ChamberThicknessInX0(),1.);
     
     //Extrapolate trackCandidate to chamber "ch1"
     AliMUONTrackExtrap::ExtrapToZCov(&extrapTrackParamAtCh, AliMUONConstants::DefaultChamberZ(ch1),
-                                    AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                    GetRecoParam()->UseSmoother());
+    
+    // Printout for debuging
+    if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
+      cout<<endl<<"Track parameters and covariances at first cluster extrapolated to z = "<<AliMUONConstants::DefaultChamberZ(ch1)<<":"<<endl;
+      extrapTrackParamAtCh.GetParameters().Print();
+      extrapTrackParamAtCh.GetCovariances().Print();
+    }
+    
+    // Printout for debuging
+    if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+      cout << "FollowTrackInStation: look for single clusters in chamber(1..): " << ch1+1 << endl;
+    }
     
     // reset cluster iterator of chamber 1
     nextInCh1.Reset();
@@ -619,20 +946,13 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
       
       // try to add the current cluster accuratly
       chi2OfCluster = TryOneCluster(extrapTrackParamAtCh, clusterCh1, extrapTrackParamAtCluster1,
-                                   AliMUONReconstructor::GetRecoParam()->UseSmoother());
+                                   GetRecoParam()->UseSmoother());
       
       // if good chi2 then consider to add clusterCh1
       // We do not try to attach a cluster in the other chamber too since it has already been done above
       if (chi2OfCluster < maxChi2OfCluster) {
-       foundOneCluster = kTRUE;
-       
-       // Printout for debuging
-       if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
-         cout << "FollowTrackInStation: found one cluster in chamber(1..): " << ch1+1
-              << " (Chi2 = " << chi2OfCluster << ")" << endl;
-       }
         
-       if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) {
+       if (GetRecoParam()->UseSmoother()) {
           // save extrapolated parameters for smoother
           extrapTrackParamAtCluster1.SetExtrapParameters(extrapTrackParamAtCluster1.GetParameters());
           
@@ -643,16 +963,25 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
         // Compute new track parameters including "clusterCh1" using kalman filter
         addChi2TrackAtCluster1 = RunKalmanFilter(extrapTrackParamAtCluster1);
         
-       if (AliMUONReconstructor::GetRecoParam()->TrackAllTracks()) {
+       // skip track out of limits
+       if (!IsAcceptable(extrapTrackParamAtCluster1)) continue;
+       
+       // remember a cluster was found
+       foundOneCluster = kTRUE;
+       
+       // Printout for debuging
+       if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+         cout << "FollowTrackInStation: found one cluster in chamber(1..): " << ch1+1
+         << " (Chi2 = " << chi2OfCluster << ")" << endl;
+         clusterCh1->Print();
+       }
+       
+       if (GetRecoParam()->TrackAllTracks()) {
          // copy trackCandidate into a new track put at the end of fRecTracksPtr and add the new cluster
          newTrack = new ((*fRecTracksPtr)[fRecTracksPtr->GetLast()+1]) AliMUONTrack(trackCandidate);
          UpdateTrack(*newTrack,extrapTrackParamAtCluster1,addChi2TrackAtCluster1);
          fNRecTracks++;
          
-         // if we are arrived on station(1..) 5, recompute track parameters and covariances starting from this station
-         // (going in the right direction)
-         if (nextStation == 4) RetraceTrack(*newTrack,kTRUE);
-         
          // Printout for debuging
          if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
            cout << "FollowTrackInStation: added one cluster in chamber(1..): " << ch1+1 << endl;
@@ -672,14 +1001,10 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
   }
   
   // fill out the best track if required else clean up the fRecTracksPtr array
-  if (!AliMUONReconstructor::GetRecoParam()->TrackAllTracks()) {
+  if (!GetRecoParam()->TrackAllTracks()) {
     if (foundTwoClusters) {
       UpdateTrack(trackCandidate,bestTrackParamAtCluster1,bestTrackParamAtCluster2,bestAddChi2TrackAtCluster1,bestAddChi2TrackAtCluster2);
       
-      // if we are arrived on station(1..) 5, recompute track parameters and covariances starting from this station
-      // (going in the right direction)
-      if (nextStation == 4) RetraceTrack(trackCandidate,kTRUE);
-
       // Printout for debuging
       if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
         cout << "FollowTrackInStation: added the two best clusters in station(1..): " << nextStation+1 << endl;
@@ -689,10 +1014,6 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
     } else if (foundOneCluster) {
       UpdateTrack(trackCandidate,bestTrackParamAtCluster1,bestAddChi2TrackAtCluster1);
       
-      // if we are arrived on station(1..) 5, recompute track parameters and covariances starting from this station
-      // (going in the right direction)
-      if (nextStation == 4) RetraceTrack(trackCandidate,kTRUE);
-
       // Printout for debuging
       if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
         cout << "FollowTrackInStation: added the best cluster in chamber(1..): " << bestTrackParamAtCluster1.GetClusterPtr()->GetChamberId()+1 << endl;
@@ -703,6 +1024,7 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
       delete [] clusterCh1Used;
       return kFALSE;
     }
+    
   } else if (foundOneCluster || foundTwoClusters) {
     
     // remove obsolete track
@@ -712,7 +1034,8 @@ Bool_t AliMUONTrackReconstructorK::FollowTrackInStation(AliMUONTrack &trackCandi
   } else {
     delete [] clusterCh1Used;
     return kFALSE;
-  }  
+  }
+  
   delete [] clusterCh1Used;
   return kTRUE;
   
@@ -791,8 +1114,10 @@ void AliMUONTrackReconstructorK::UpdateTrack(AliMUONTrack &track, AliMUONTrackPa
   /// Add 1 cluster to the track candidate
   /// Update chi2 of the track 
   
-  // Flag cluster as being not removable
-  trackParamAtCluster.SetRemovable(kFALSE);
+  // Flag cluster as being (not) removable
+  if (GetRecoParam()->RequestStation(trackParamAtCluster.GetClusterPtr()->GetChamberId()/2))
+    trackParamAtCluster.SetRemovable(kFALSE);
+  else trackParamAtCluster.SetRemovable(kTRUE);
   trackParamAtCluster.SetLocalChi2(0.); // --> Local chi2 not used
   
   // Update the track chi2 into trackParamAtCluster
@@ -864,15 +1189,21 @@ Bool_t AliMUONTrackReconstructorK::RecoverTrack(AliMUONTrack &trackCandidate, Al
   if (nextStation > 1) return kFALSE;
   
   Int_t worstClusterNumber = -1;
-  Double_t localChi2, worstLocalChi2 = 0.;
+  Double_t localChi2, worstLocalChi2 = -1.;
   
   // Look for the cluster to remove
   for (Int_t clusterNumber = 0; clusterNumber < 2; clusterNumber++) {
     AliMUONTrackParam *trackParamAtCluster = (AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->UncheckedAt(clusterNumber);
     
+    // check if current cluster is in the previous station
+    if (trackParamAtCluster->GetClusterPtr()->GetChamberId()/2 != nextStation+1) break;
+    
     // check if current cluster is removable
     if (!trackParamAtCluster->IsRemovable()) return kFALSE;
     
+    // reset the current cluster as being not removable if it is on a required station
+    if (GetRecoParam()->RequestStation(nextStation+1)) trackParamAtCluster->SetRemovable(kFALSE);
+    
     // Pick up cluster with the worst chi2
     localChi2 = trackParamAtCluster->GetLocalChi2();
     if (localChi2 > worstLocalChi2) {
@@ -881,8 +1212,8 @@ Bool_t AliMUONTrackReconstructorK::RecoverTrack(AliMUONTrack &trackCandidate, Al
     }
   }
   
-  // Reset best cluster as being NOT removable
-  ((AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->UncheckedAt((worstClusterNumber+1)%2))->SetRemovable(kFALSE);
+  // check if worst cluster found
+  if (worstClusterNumber < 0) return kFALSE;
   
   // Remove the worst cluster
   trackCandidate.RemoveTrackParamAtCluster((AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->UncheckedAt(worstClusterNumber));
@@ -890,6 +1221,9 @@ Bool_t AliMUONTrackReconstructorK::RecoverTrack(AliMUONTrack &trackCandidate, Al
   // Re-calculate track parameters at the (new) first cluster
   RetracePartialTrack(trackCandidate,(AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->UncheckedAt(1));
   
+  // skip track out of limits
+  if (!IsAcceptable(*((AliMUONTrackParam*)trackCandidate.GetTrackParamAtCluster()->First()))) return kFALSE;
+  
   // Look for new cluster(s) in next station
   return FollowTrackInStation(trackCandidate, clusterStore, nextStation);
   
@@ -906,17 +1240,12 @@ Bool_t AliMUONTrackReconstructorK::RunSmoother(AliMUONTrack &track)
   // Smoothed parameters and covariances at first cluster = filtered parameters and covariances
   previousTrackParam->SetSmoothParameters(previousTrackParam->GetParameters());
   previousTrackParam->SetSmoothCovariances(previousTrackParam->GetCovariances());
+
+  AliMUONTrackParam *currentTrackParam = (AliMUONTrackParam*) track.GetTrackParamAtCluster()->After(previousTrackParam);
   
-  // Compute local chi2 at first cluster
-  AliMUONVCluster *cluster = previousTrackParam->GetClusterPtr();
-  Double_t dX = cluster->GetX() - previousTrackParam->GetNonBendingCoor();
-  Double_t dY = cluster->GetY() - previousTrackParam->GetBendingCoor();
-  Double_t localChi2 = dX * dX / cluster->GetErrX2() + dY * dY / cluster->GetErrY2();
-  
-  // Save local chi2 at first cluster
-  previousTrackParam->SetLocalChi2(localChi2);
+  // Save local chi2 at first cluster = last additional chi2 provided by Kalman
+  previousTrackParam->SetLocalChi2(previousTrackParam->GetTrackChi2() - currentTrackParam->GetTrackChi2());
   
-  AliMUONTrackParam *currentTrackParam = (AliMUONTrackParam*) track.GetTrackParamAtCluster()->After(previousTrackParam);
   while (currentTrackParam) {
     
     // Get variables
@@ -928,7 +1257,7 @@ Bool_t AliMUONTrackReconstructorK::RunSmoother(AliMUONTrack &track)
     const TMatrixD &filteredCovariances       = currentTrackParam->GetCovariances();        // C(k k)
     const TMatrixD &previousSmoothCovariances = previousTrackParam->GetSmoothCovariances(); // C(k+1 n)
     
-    // Compute smoother gain: A(k) = C(kk) * F(f)^t * (C(k+1 k))^-1
+    // Compute smoother gain: A(k) = C(kk) * F(k)^t * (C(k+1 k))^-1
     TMatrixD extrapWeight(extrapCovariances);
     if (extrapWeight.Determinant() != 0) {
       extrapWeight.Invert(); // (C(k+1 k))^-1
@@ -936,8 +1265,8 @@ Bool_t AliMUONTrackReconstructorK::RunSmoother(AliMUONTrack &track)
       AliWarning(" Determinant = 0");
       return kFALSE;
     }
-    TMatrixD smootherGain(filteredCovariances,TMatrixD::kMultTranspose,propagator); // C(kk) * F(f)^t
-    smootherGain *= extrapWeight; // C(kk) * F(f)^t * (C(k+1 k))^-1
+    TMatrixD smootherGain(filteredCovariances,TMatrixD::kMultTranspose,propagator); // C(kk) * F(k)^t
+    smootherGain *= extrapWeight; // C(kk) * F(k)^t * (C(k+1 k))^-1
     
     // Compute smoothed parameters: X(k n) = X(k k) + A(k) * (X(k+1 n) - X(k+1 k))
     TMatrixD tmpParam(previousSmoothParameters,TMatrixD::kMinus,extrapParameters); // X(k+1 n) - X(k+1 k)
@@ -957,7 +1286,7 @@ Bool_t AliMUONTrackReconstructorK::RunSmoother(AliMUONTrack &track)
     currentTrackParam->SetSmoothCovariances(smoothCovariances);
     
     // Compute smoothed residual: r(k n) = cluster - X(k n)
-    cluster = currentTrackParam->GetClusterPtr();
+    AliMUONVCluster* cluster = currentTrackParam->GetClusterPtr();
     TMatrixD smoothResidual(2,1);
     smoothResidual.Zero();
     smoothResidual(0,0) = cluster->GetX() - smoothParameters(0,0);
@@ -992,24 +1321,22 @@ Bool_t AliMUONTrackReconstructorK::RunSmoother(AliMUONTrack &track)
 }
 
   //__________________________________________________________________________
-void AliMUONTrackReconstructorK::ComplementTracks(const AliMUONVClusterStore& clusterStore)
+Bool_t AliMUONTrackReconstructorK::ComplementTracks(const AliMUONVClusterStore& clusterStore)
 {
   /// Complete tracks by adding missing clusters (if there is an overlap between
-  /// two detection elements, the track may have two clusters in the same chamber)
-  /// Recompute track parameters and covariances at each clusters
+  /// two detection elements, the track may have two clusters in the same chamber).
+  /// Recompute track parameters and covariances at each clusters.
+  /// Return kTRUE if one or more tracks have been complemented.
   AliDebug(1,"Enter ComplementTracks");
   
   Int_t chamberId, detElemId;
   Double_t chi2OfCluster, addChi2TrackAtCluster, bestAddChi2TrackAtCluster;
-  Double_t maxChi2OfCluster = 2. * AliMUONReconstructor::GetRecoParam()->GetSigmaCutForTracking() *
-                                  AliMUONReconstructor::GetRecoParam()->GetSigmaCutForTracking(); // 2 because 2 quantities in chi2
-  Bool_t foundOneCluster, trackModified;
+  Double_t maxChi2OfCluster = 2. * GetRecoParam()->GetSigmaCutForTracking() *
+                                  GetRecoParam()->GetSigmaCutForTracking(); // 2 because 2 quantities in chi2
+  Bool_t foundOneCluster, trackModified, hasChanged = kFALSE;
   AliMUONVCluster *cluster;
   AliMUONTrackParam *trackParam, *previousTrackParam, *nextTrackParam, trackParamAtCluster, bestTrackParamAtCluster;
   
-  // Remove double track to complete only "good" tracks
-  RemoveDoubleTracks();
-  
   AliMUONTrack *track = (AliMUONTrack*) fRecTracksPtr->First();
   while (track) {
     trackModified = kFALSE;
@@ -1061,10 +1388,23 @@ void AliMUONTrackReconstructorK::ComplementTracks(const AliMUONVClusterStore& cl
       
       // add new cluster if any
       if (foundOneCluster) {
+       
+       // Printout for debuging
+       if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 1) || (AliLog::GetGlobalDebugLevel() >= 1)) {
+         cout << "ComplementTracks: found one cluster in chamber(1..): " << chamberId+1 << endl;
+         bestTrackParamAtCluster.GetClusterPtr()->Print();
+         if ((AliLog::GetDebugLevel("MUON","AliMUONTrackReconstructorK") >= 2) || (AliLog::GetGlobalDebugLevel() >= 2)) {
+           cout<<endl<<"Track parameters and covariances at cluster:"<<endl;
+           bestTrackParamAtCluster.GetParameters().Print();
+           bestTrackParamAtCluster.GetCovariances().Print();
+         }
+       }
+       
        trackParam->SetRemovable(kTRUE);
        bestTrackParamAtCluster.SetRemovable(kTRUE);
        track->AddTrackParamAtCluster(bestTrackParamAtCluster,*(bestTrackParamAtCluster.GetClusterPtr()));
        trackModified = kTRUE;
+       hasChanged = kTRUE;
       }
       
       previousTrackParam = trackParam;
@@ -1077,6 +1417,8 @@ void AliMUONTrackReconstructorK::ComplementTracks(const AliMUONVClusterStore& cl
     track = (AliMUONTrack*) fRecTracksPtr->After(track);
   }
   
+  return hasChanged;
+  
 }
 
 //__________________________________________________________________________
@@ -1090,17 +1432,17 @@ void AliMUONTrackReconstructorK::ImproveTrack(AliMUONTrack &track)
   Double_t localChi2, worstLocalChi2;
   AliMUONTrackParam *trackParamAtCluster, *worstTrackParamAtCluster, *nextTrackParam;
   Bool_t smoothed;
-  Double_t sigmaCut2 = AliMUONReconstructor::GetRecoParam()->GetSigmaCutForImprovement() *
-                       AliMUONReconstructor::GetRecoParam()->GetSigmaCutForImprovement();
+  Double_t sigmaCut2 = GetRecoParam()->GetSigmaCutForImprovement() *
+                       GetRecoParam()->GetSigmaCutForImprovement();
   
   while (!track.IsImproved()) {
     
     // identify removable clusters
-    track.TagRemovableClusters();
+    track.TagRemovableClusters(GetRecoParam()->RequestedStationMask());
     
     // Run smoother if required
     smoothed = kFALSE;
-    if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) smoothed = RunSmoother(track);
+    if (GetRecoParam()->UseSmoother()) smoothed = RunSmoother(track);
     
     // Use standard procedure to compute local chi2 if smoother not required or not working
     if (!smoothed) {
@@ -1119,7 +1461,7 @@ void AliMUONTrackReconstructorK::ImproveTrack(AliMUONTrack &track)
     while (trackParamAtCluster) {
       
       // save parameters into smooth parameters in case of smoother did not work properly
-      if (AliMUONReconstructor::GetRecoParam()->UseSmoother() && !smoothed) {
+      if (GetRecoParam()->UseSmoother() && !smoothed) {
        trackParamAtCluster->SetSmoothParameters(trackParamAtCluster->GetParameters());
        trackParamAtCluster->SetSmoothCovariances(trackParamAtCluster->GetCovariances());
       }
@@ -1183,9 +1525,12 @@ void AliMUONTrackReconstructorK::FinalizeTrack(AliMUONTrack &track)
   // update track parameters (using smoother if required) if not already done
   if (!track.IsImproved()) {
     smoothed = kFALSE;
-    if (AliMUONReconstructor::GetRecoParam()->UseSmoother()) smoothed = RunSmoother(track);
-    if (!smoothed) track.UpdateCovTrackParamAtCluster();
-  } else smoothed = AliMUONReconstructor::GetRecoParam()->UseSmoother();
+    if (GetRecoParam()->UseSmoother()) smoothed = RunSmoother(track);
+    if (!smoothed) {
+      track.UpdateCovTrackParamAtCluster();
+      track.ComputeLocalChi2(kTRUE);
+    }
+  } else smoothed = GetRecoParam()->UseSmoother();
   
   // copy smoothed parameters and covariances if any
   if (smoothed) {
@@ -1204,12 +1549,13 @@ void AliMUONTrackReconstructorK::FinalizeTrack(AliMUONTrack &track)
 }
 
   //__________________________________________________________________________
-Bool_t AliMUONTrackReconstructorK::RefitTrack(AliMUONTrack &track)
+Bool_t AliMUONTrackReconstructorK::RefitTrack(AliMUONTrack &track, Bool_t enableImprovement)
 {
   /// re-fit the given track
+  AliDebug(1,"Enter RefitTrack");
   
   // check validity of the track
-  if (!track.IsValid()) {
+  if (track.GetNClusters() < 3) {
     AliWarning("the track does not contain enough clusters --> unable to refit");
     return kFALSE;
   }
@@ -1218,7 +1564,8 @@ Bool_t AliMUONTrackReconstructorK::RefitTrack(AliMUONTrack &track)
   RetraceTrack(track,kTRUE);
   
   // Improve the reconstructed tracks if required
-  if (AliMUONReconstructor::GetRecoParam()->ImproveTracks()) ImproveTrack(track);
+  track.SetImproved(kFALSE);
+  if (enableImprovement && GetRecoParam()->ImproveTracks()) ImproveTrack(track);
   
   // Fill AliMUONTrack data members
   FinalizeTrack(track);