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46d29e70 1/**************************************************************************
2 * Copyright(c) 1998-1999, ALICE Experiment at CERN, All rights reserved. *
3 * *
4 * Author: The ALICE Off-line Project. *
5 * Contributors are mentioned in the code where appropriate. *
6 * *
7 * Permission to use, copy, modify and distribute this software and its *
8 * documentation strictly for non-commercial purposes is hereby granted *
9 * without fee, provided that the above copyright notice appears in all *
10 * copies and that both the copyright notice and this permission notice *
11 * appear in the supporting documentation. The authors make no claims *
12 * about the suitability of this software for any purpose. It is *
13 * provided "as is" without express or implied warranty. *
14 **************************************************************************/
15
0fa7dfa7 16/* $Id$ */
bbf92647 17
029cd327 18///////////////////////////////////////////////////////////////////////////////
19// //
c6f438c0 20// The standard TRD tracker //
21// Based on Kalman filltering approach //
029cd327 22// //
23///////////////////////////////////////////////////////////////////////////////
24
a2cb5b3d 25#include <Riostream.h>
46d29e70 26#include <TFile.h>
46d29e70 27#include <TBranch.h>
5443e65e 28#include <TTree.h>
c630aafd 29#include <TObjArray.h>
46d29e70 30
46d29e70 31#include "AliTRDgeometry.h"
a5cadd36 32#include "AliTRDpadPlane.h"
dde59437 33#include "AliTRDgeometryFull.h"
46d29e70 34#include "AliTRDcluster.h"
35#include "AliTRDtrack.h"
b7a0917f 36#include "AliESD.h"
46d29e70 37
3551db50 38#include "AliTRDcalibDB.h"
39#include "AliTRDCommonParam.h"
40
7ad19338 41#include "TTreeStream.h"
42#include "TGraph.h"
46d29e70 43#include "AliTRDtracker.h"
69b55c55 44#include "TLinearFitter.h"
45#include "AliRieman.h"
3551db50 46#include "AliTrackPointArray.h"
47#include "AliAlignObj.h"
7b580082 48#include "AliTRDReconstructor.h"
7ad19338 49//
46d29e70 50
51ClassImp(AliTRDtracker)
69b55c55 52ClassImp(AliTRDseed)
46d29e70 53
5443e65e 54
bbf92647 55
029cd327 56 const Float_t AliTRDtracker::fgkMinClustersInTrack = 0.5;
029cd327 57 const Float_t AliTRDtracker::fgkLabelFraction = 0.8;
029cd327 58 const Double_t AliTRDtracker::fgkMaxChi2 = 12.;
59393e34 59 const Double_t AliTRDtracker::fgkMaxSnp = 0.95; // correspond to tan = 3
60 const Double_t AliTRDtracker::fgkMaxStep = 2.; // maximal step size in propagation
61
62
f6625211 63//
7ad19338 64
65
7ad19338 66
9c9d2487 67
89f05372 68//____________________________________________________________________
69AliTRDtracker::AliTRDtracker():AliTracker(),
70 fGeom(0),
89f05372 71 fNclusters(0),
72 fClusters(0),
73 fNseeds(0),
74 fSeeds(0),
75 fNtracks(0),
76 fTracks(0),
89f05372 77 fTimeBinsPerPlane(0),
89f05372 78 fAddTRDseeds(kFALSE),
79 fNoTilt(kFALSE)
80{
b7a0917f 81 // Default constructor
82
89f05372 83 for(Int_t i=0;i<kTrackingSectors;i++) fTrSec[i]=0;
84 for(Int_t j=0;j<5;j++)
85 for(Int_t k=0;k<18;k++) fHoles[j][k]=kFALSE;
7ad19338 86 fDebugStreamer = 0;
89f05372 87}
46d29e70 88//____________________________________________________________________
c630aafd 89AliTRDtracker::AliTRDtracker(const TFile *geomfile):AliTracker()
46d29e70 90{
5443e65e 91 //
92 // Main constructor
93 //
b8dc2353 94
5443e65e 95 fAddTRDseeds = kFALSE;
5443e65e 96 fGeom = NULL;
b8dc2353 97 fNoTilt = kFALSE;
5443e65e 98
99 TDirectory *savedir=gDirectory;
100 TFile *in=(TFile*)geomfile;
101 if (!in->IsOpen()) {
102 printf("AliTRDtracker::AliTRDtracker(): geometry file is not open!\n");
dde59437 103 printf(" FULL TRD geometry and DEFAULT TRD parameter will be used\n");
5443e65e 104 }
105 else {
106 in->cd();
5443e65e 107 fGeom = (AliTRDgeometry*) in->Get("TRDgeometry");
5443e65e 108 }
46d29e70 109
5443e65e 110 if(fGeom) {
7c1698cb 111 // printf("Found geometry version %d on file \n", fGeom->IsVersion());
5443e65e 112 }
113 else {
c630aafd 114 printf("AliTRDtracker::AliTRDtracker(): can't find TRD geometry!\n");
dde59437 115 fGeom = new AliTRDgeometryFull();
3c625a9b 116 fGeom->SetPHOShole();
117 fGeom->SetRICHhole();
c630aafd 118 }
c6f438c0 119 fGeom->ReadGeoMatrices();
c630aafd 120
5443e65e 121 savedir->cd();
46d29e70 122
0a29d0f1 123
46d29e70 124 fNclusters = 0;
125 fClusters = new TObjArray(2000);
126 fNseeds = 0;
5443e65e 127 fSeeds = new TObjArray(2000);
46d29e70 128 fNtracks = 0;
5443e65e 129 fTracks = new TObjArray(1000);
a819a5f7 130
029cd327 131 for(Int_t geomS = 0; geomS < kTrackingSectors; geomS++) {
132 Int_t trS = CookSectorIndex(geomS);
59393e34 133 fTrSec[trS] = new AliTRDtrackingSector(fGeom, geomS);
3c625a9b 134 for (Int_t icham=0;icham<AliTRDgeometry::kNcham; icham++){
135 fHoles[icham][trS]=fGeom->IsHole(0,icham,geomS);
136 }
5443e65e 137 }
3551db50 138 AliTRDpadPlane *padPlane = AliTRDCommonParam::Instance()->GetPadPlane(0,0);
7ad19338 139 Float_t tiltAngle = TMath::Abs(padPlane->GetTiltingAngle());
029cd327 140 if(tiltAngle < 0.1) {
b8dc2353 141 fNoTilt = kTRUE;
142 }
143
59393e34 144 fTimeBinsPerPlane = AliTRDcalibDB::Instance()->GetNumberOfTimeBins();
46d29e70 145
7ad19338 146 fDebugStreamer = new TTreeSRedirector("TRDdebug.root");
0a29d0f1 147
9c9d2487 148 savedir->cd();
5443e65e 149}
46d29e70 150
5443e65e 151//___________________________________________________________________
152AliTRDtracker::~AliTRDtracker()
46d29e70 153{
029cd327 154 //
155 // Destructor of AliTRDtracker
156 //
157
89f05372 158 if (fClusters) {
159 fClusters->Delete();
160 delete fClusters;
161 }
162 if (fTracks) {
163 fTracks->Delete();
164 delete fTracks;
165 }
166 if (fSeeds) {
167 fSeeds->Delete();
168 delete fSeeds;
169 }
5443e65e 170 delete fGeom;
0a29d0f1 171
029cd327 172 for(Int_t geomS = 0; geomS < kTrackingSectors; geomS++) {
173 delete fTrSec[geomS];
5443e65e 174 }
7ad19338 175 if (fDebugStreamer) {
176 //fDebugStreamer->Close();
177 delete fDebugStreamer;
178 }
5443e65e 179}
46d29e70 180
9c9d2487 181//_____________________________________________________________________
182
59393e34 183
184Int_t AliTRDtracker::LocalToGlobalID(Int_t lid){
185 //
186 // transform internal TRD ID to global detector ID
187 //
188 Int_t isector = fGeom->GetSector(lid);
189 Int_t ichamber= fGeom->GetChamber(lid);
190 Int_t iplan = fGeom->GetPlane(lid);
191 //
192 AliAlignObj::ELayerID iLayer = AliAlignObj::kTRD1;
193 switch (iplan) {
194 case 0:
195 iLayer = AliAlignObj::kTRD1;
196 break;
197 case 1:
198 iLayer = AliAlignObj::kTRD2;
199 break;
200 case 2:
201 iLayer = AliAlignObj::kTRD3;
202 break;
203 case 3:
204 iLayer = AliAlignObj::kTRD4;
205 break;
206 case 4:
207 iLayer = AliAlignObj::kTRD5;
208 break;
209 case 5:
210 iLayer = AliAlignObj::kTRD6;
211 break;
212 };
213 Int_t modId = isector*fGeom->Ncham()+ichamber;
214 UShort_t volid = AliAlignObj::LayerToVolUID(iLayer,modId);
215 return volid;
216}
217
218Int_t AliTRDtracker::GlobalToLocalID(Int_t gid){
219 //
220 // transform global detector ID to local detector ID
221 //
222 Int_t modId=0;
223 AliAlignObj::ELayerID layerId = AliAlignObj::VolUIDToLayer(gid, modId);
224 Int_t isector = modId/fGeom->Ncham();
225 Int_t ichamber = modId%fGeom->Ncham();
226 Int_t iLayer = -1;
227 switch (layerId) {
228 case AliAlignObj::kTRD1:
229 iLayer = 0;
230 break;
231 case AliAlignObj::kTRD2:
232 iLayer = 1;
233 break;
234 case AliAlignObj::kTRD3:
235 iLayer = 2;
236 break;
237 case AliAlignObj::kTRD4:
238 iLayer = 3;
239 break;
240 case AliAlignObj::kTRD5:
241 iLayer = 4;
242 break;
243 case AliAlignObj::kTRD6:
244 iLayer = 5;
245 break;
246 default:
247 iLayer =-1;
248 }
249 if (iLayer<0) return -1;
250 Int_t lid = fGeom->GetDetector(iLayer,ichamber,isector);
251 return lid;
252}
253
254
255Bool_t AliTRDtracker::Transform(AliTRDcluster * cluster){
256 //
257 //
c6f438c0 258 //
259 const Double_t kX0shift = 2.52; // magic constants for geo manager transformation
260 const Double_t kX0shift5 = 3.05; //
261 //
59393e34 262 //
263 // apply alignment and calibration to transform cluster
264 //
265 //
c6f438c0 266 Int_t detector = cluster->GetDetector();
267 Int_t plane = fGeom->GetPlane(cluster->GetDetector());
268 Int_t chamber = fGeom->GetChamber(cluster->GetDetector());
269 Int_t sector = fGeom->GetSector(cluster->GetDetector());
270
59393e34 271 Double_t dxAmp = (Double_t) fGeom->CamHght(); // Amplification region
272 Double_t driftX = TMath::Max(cluster->GetX()-dxAmp*0.5,0.); // drift distance
273 //
59393e34 274 // ExB correction
275 //
276 Double_t vdrift = AliTRDcalibDB::Instance()->GetVdrift(cluster->GetDetector(),0,0);
277 Double_t exB = AliTRDcalibDB::Instance()->GetOmegaTau(vdrift);
278 //
c6f438c0 279 AliTRDCommonParam* commonParam = AliTRDCommonParam::Instance();
280 AliTRDpadPlane * padPlane = commonParam->GetPadPlane(plane,chamber);
281 Double_t zshiftIdeal = 0.5*(padPlane->GetRow0()+padPlane->GetRowEnd());
282 Double_t localPos[3], localPosTracker[3];
283 localPos[0] = -cluster->GetX();
284 localPos[1] = cluster->GetY() - driftX*exB;
285 localPos[2] = cluster->GetZ() -zshiftIdeal;
286 //
287 cluster->SetY(cluster->GetY() - driftX*exB);
288 Double_t xplane = (Double_t) AliTRDgeometry::GetTime0(plane);
289 cluster->SetX(xplane- cluster->GetX());
290 //
291 TGeoHMatrix * matrix = fGeom->GetCorrectionMatrix(cluster->GetDetector());
292 if (!matrix){
293 // no matrix found - if somebody used geometry with holes
294 AliError("Invalid Geometry - Default Geometry used\n");
295 return kTRUE;
296 }
297 matrix->LocalToMaster(localPos, localPosTracker);
298 //
299 //
300 //
d337ef8d 301 if (AliTRDReconstructor::StreamLevel()>1){
c6f438c0 302 (*fDebugStreamer)<<"Transform"<<
303 "Cl.="<<cluster<<
304 "matrix.="<<matrix<<
305 "Detector="<<detector<<
306 "Sector="<<sector<<
307 "Plane="<<plane<<
308 "Chamber="<<chamber<<
309 "lx0="<<localPosTracker[0]<<
310 "ly0="<<localPosTracker[1]<<
311 "lz0="<<localPosTracker[2]<<
312 "\n";
313 }
314 //
315 if (plane==5)
316 cluster->SetX(localPosTracker[0]+kX0shift5);
317 else
318 cluster->SetX(localPosTracker[0]+kX0shift);
319
320 cluster->SetY(localPosTracker[1]);
321 cluster->SetZ(localPosTracker[2]);
59393e34 322 return kTRUE;
323}
324
c6f438c0 325// Bool_t AliTRDtracker::Transform(AliTRDcluster * cluster){
326// //
327// //
328// const Double_t kDriftCorrection = 1.01; // drift coeficient correction
329// const Double_t kTime0Cor = 0.32; // time0 correction
330// //
331// const Double_t kX0shift = 2.52;
332// const Double_t kX0shift5 = 3.05;
333
334// //
335// // apply alignment and calibration to transform cluster
336// //
337// //
338// Int_t detector = cluster->GetDetector();
339// Int_t plane = fGeom->GetPlane(cluster->GetDetector());
340// Int_t chamber = fGeom->GetChamber(cluster->GetDetector());
341// Int_t sector = fGeom->GetSector(cluster->GetDetector());
342
343// Double_t dxAmp = (Double_t) fGeom->CamHght(); // Amplification region
344// Double_t driftX = TMath::Max(cluster->GetX()-dxAmp*0.5,0.); // drift distance
345// //
346// // ExB correction
347// //
348// Double_t vdrift = AliTRDcalibDB::Instance()->GetVdrift(cluster->GetDetector(),0,0);
349// Double_t exB = AliTRDcalibDB::Instance()->GetOmegaTau(vdrift);
350// //
351
352// AliTRDCommonParam* commonParam = AliTRDCommonParam::Instance();
353// AliTRDpadPlane * padPlane = commonParam->GetPadPlane(plane,chamber);
354// Double_t zshiftIdeal = 0.5*(padPlane->GetRow0()+padPlane->GetRowEnd());
355// Double_t localPos[3], globalPos[3], localPosTracker[3], localPosTracker2[3];
356// localPos[2] = -cluster->GetX();
357// localPos[0] = cluster->GetY() - driftX*exB;
358// localPos[1] = cluster->GetZ() -zshiftIdeal;
359// TGeoHMatrix * matrix = fGeom->GetGeoMatrix(cluster->GetDetector());
360// matrix->LocalToMaster(localPos, globalPos);
361
362// Double_t sectorAngle = 20.*(sector%18)+10;
363// TGeoHMatrix rotSector;
364// rotSector.RotateZ(sectorAngle);
365// rotSector.LocalToMaster(globalPos, localPosTracker);
366// //
367// //
368// TGeoHMatrix matrix2(*matrix);
369// matrix2.MultiplyLeft(&rotSector);
370// matrix2.LocalToMaster(localPos,localPosTracker2);
371// //
372// //
373// //
374// cluster->SetY(cluster->GetY() - driftX*exB);
375// Double_t xplane = (Double_t) AliTRDgeometry::GetTime0(plane);
376// cluster->SetX(xplane- kDriftCorrection*(cluster->GetX()-kTime0Cor));
377// (*fDebugStreamer)<<"Transform"<<
378// "Cl.="<<cluster<<
379// "matrix.="<<matrix<<
380// "matrix2.="<<&matrix2<<
381// "Detector="<<detector<<
382// "Sector="<<sector<<
383// "Plane="<<plane<<
384// "Chamber="<<chamber<<
385// "lx0="<<localPosTracker[0]<<
386// "ly0="<<localPosTracker[1]<<
387// "lz0="<<localPosTracker[2]<<
388// "lx2="<<localPosTracker2[0]<<
389// "ly2="<<localPosTracker2[1]<<
390// "lz2="<<localPosTracker2[2]<<
391// "\n";
392// //
393// if (plane==5)
394// cluster->SetX(localPosTracker[0]+kX0shift5);
395// else
396// cluster->SetX(localPosTracker[0]+kX0shift);
397
398// cluster->SetY(localPosTracker[1]);
399// cluster->SetZ(localPosTracker[2]);
400// return kTRUE;
401// }
402
9c9d2487 403Bool_t AliTRDtracker::AdjustSector(AliTRDtrack *track) {
404 //
405 // Rotates the track when necessary
406 //
407
408 Double_t alpha = AliTRDgeometry::GetAlpha();
409 Double_t y = track->GetY();
410 Double_t ymax = track->GetX()*TMath::Tan(0.5*alpha);
411
c630aafd 412 //Int_t ns = AliTRDgeometry::kNsect;
9c9d2487 413 //Int_t s=Int_t(track->GetAlpha()/alpha)%ns;
414
415 if (y > ymax) {
416 //s = (s+1) % ns;
417 if (!track->Rotate(alpha)) return kFALSE;
418 } else if (y <-ymax) {
419 //s = (s-1+ns) % ns;
420 if (!track->Rotate(-alpha)) return kFALSE;
421 }
422
423 return kTRUE;
424}
425
46e2d86c 426
7ad19338 427AliTRDcluster * AliTRDtracker::GetCluster(AliTRDtrack * track, Int_t plane, Int_t timebin, UInt_t &index){
46e2d86c 428 //
429 //try to find cluster in the backup list
430 //
431 AliTRDcluster * cl =0;
ef7253ac 432 Int_t *indexes = track->GetBackupIndexes();
46e2d86c 433 for (UInt_t i=0;i<kMaxTimeBinIndex;i++){
434 if (indexes[i]==0) break;
435 AliTRDcluster * cli = (AliTRDcluster*)fClusters->UncheckedAt(indexes[i]);
436 if (!cli) break;
437 if (cli->GetLocalTimeBin()!=timebin) continue;
438 Int_t iplane = fGeom->GetPlane(cli->GetDetector());
439 if (iplane==plane) {
440 cl = cli;
7ad19338 441 index = indexes[i];
46e2d86c 442 break;
443 }
444 }
445 return cl;
446}
447
3c625a9b 448
449Int_t AliTRDtracker::GetLastPlane(AliTRDtrack * track){
450 //
451 //return last updated plane
452 Int_t lastplane=0;
ef7253ac 453 Int_t *indexes = track->GetBackupIndexes();
3c625a9b 454 for (UInt_t i=0;i<kMaxTimeBinIndex;i++){
455 AliTRDcluster * cli = (AliTRDcluster*)fClusters->UncheckedAt(indexes[i]);
456 if (!cli) break;
457 Int_t iplane = fGeom->GetPlane(cli->GetDetector());
458 if (iplane>lastplane) {
459 lastplane = iplane;
460 }
461 }
462 return lastplane;
463}
c630aafd 464//___________________________________________________________________
465Int_t AliTRDtracker::Clusters2Tracks(AliESD* event)
466{
467 //
468 // Finds tracks within the TRD. The ESD event is expected to contain seeds
469 // at the outer part of the TRD. The seeds
470 // are found within the TRD if fAddTRDseeds is TRUE.
471 // The tracks are propagated to the innermost time bin
472 // of the TRD and the ESD event is updated
473 //
474
475 Int_t timeBins = fTrSec[0]->GetNumberOfTimeBins();
029cd327 476 Float_t foundMin = fgkMinClustersInTrack * timeBins;
c630aafd 477 Int_t nseed = 0;
478 Int_t found = 0;
7b580082 479 // Int_t innerTB = fTrSec[0]->GetInnerTimeBin();
c630aafd 480
481 Int_t n = event->GetNumberOfTracks();
482 for (Int_t i=0; i<n; i++) {
483 AliESDtrack* seed=event->GetTrack(i);
484 ULong_t status=seed->GetStatus();
485 if ( (status & AliESDtrack::kTRDout ) == 0 ) continue;
486 if ( (status & AliESDtrack::kTRDin) != 0 ) continue;
487 nseed++;
7ad19338 488
c630aafd 489 AliTRDtrack* seed2 = new AliTRDtrack(*seed);
46e2d86c 490 //seed2->ResetCovariance();
c630aafd 491 AliTRDtrack *pt = new AliTRDtrack(*seed2,seed2->GetAlpha());
492 AliTRDtrack &t=*pt;
7b580082 493 FollowProlongation(t);
c630aafd 494 if (t.GetNumberOfClusters() >= foundMin) {
495 UseClusters(&t);
029cd327 496 CookLabel(pt, 1-fgkLabelFraction);
c630aafd 497 // t.CookdEdx();
498 }
499 found++;
500// cout<<found<<'\r';
501
59393e34 502 Double_t xTPC = 250;
503 if (PropagateToX(t,xTPC,fgkMaxStep)) {
c630aafd 504 seed->UpdateTrackParams(pt, AliESDtrack::kTRDin);
505 }
506 delete seed2;
507 delete pt;
508 }
509
510 cout<<"Number of loaded seeds: "<<nseed<<endl;
511 cout<<"Number of found tracks from loaded seeds: "<<found<<endl;
512
513 // after tracks from loaded seeds are found and the corresponding
514 // clusters are used, look for additional seeds from TRD
c630aafd 515
c630aafd 516
517 cout<<"Total number of found tracks: "<<found<<endl;
518
519 return 0;
520}
5443e65e 521
c630aafd 522
5443e65e 523
c630aafd 524//_____________________________________________________________________________
525Int_t AliTRDtracker::PropagateBack(AliESD* event) {
526 //
527 // Gets seeds from ESD event. The seeds are AliTPCtrack's found and
528 // backpropagated by the TPC tracker. Each seed is first propagated
529 // to the TRD, and then its prolongation is searched in the TRD.
530 // If sufficiently long continuation of the track is found in the TRD
531 // the track is updated, otherwise it's stored as originaly defined
532 // by the TPC tracker.
533 //
534
535 Int_t found=0;
c5a8e3df 536 Float_t foundMin = 20;
c630aafd 537 Int_t n = event->GetNumberOfTracks();
4f1c04d3 538 //
539 //Sort tracks
540 Float_t *quality =new Float_t[n];
541 Int_t *index =new Int_t[n];
c630aafd 542 for (Int_t i=0; i<n; i++) {
543 AliESDtrack* seed=event->GetTrack(i);
4f1c04d3 544 Double_t covariance[15];
545 seed->GetExternalCovariance(covariance);
546 quality[i] = covariance[0]+covariance[2];
547 }
548 TMath::Sort(n,quality,index,kFALSE);
549 //
550 for (Int_t i=0; i<n; i++) {
551 // AliESDtrack* seed=event->GetTrack(i);
552 AliESDtrack* seed=event->GetTrack(index[i]);
553
c630aafd 554 ULong_t status=seed->GetStatus();
555 if ( (status & AliESDtrack::kTPCout ) == 0 ) continue;
556 if ( (status & AliESDtrack::kTRDout) != 0 ) continue;
557
558 Int_t lbl = seed->GetLabel();
559 AliTRDtrack *track = new AliTRDtrack(*seed);
560 track->SetSeedLabel(lbl);
f4e9508c 561 seed->UpdateTrackParams(track, AliESDtrack::kTRDbackup); //make backup
c630aafd 562 fNseeds++;
4f1c04d3 563 Float_t p4 = track->GetC();
7bed16a7 564 //
f6625211 565 Int_t expectedClr = FollowBackProlongation(*track);
4f1c04d3 566 if (TMath::Abs(track->GetC()-p4)/TMath::Abs(p4)<0.2 || TMath::Abs(track->GetPt())>0.8 ) {
567 //
568 //make backup for back propagation
569 //
570 Int_t foundClr = track->GetNumberOfClusters();
571 if (foundClr >= foundMin) {
572 track->CookdEdx();
8979685e 573 CookdEdxTimBin(*track);
4f1c04d3 574 CookLabel(track, 1-fgkLabelFraction);
69b55c55 575 if (track->GetBackupTrack()) UseClusters(track->GetBackupTrack());
4f1c04d3 576 if(track->GetChi2()/track->GetNumberOfClusters()<4) { // sign only gold tracks
577 if (seed->GetKinkIndex(0)==0&&TMath::Abs(track->GetPt())<1.5 ) UseClusters(track);
578 }
579 Bool_t isGold = kFALSE;
580
581 if (track->GetChi2()/track->GetNumberOfClusters()<5) { //full gold track
7ad19338 582 // seed->UpdateTrackParams(track, AliESDtrack::kTRDbackup);
583 if (track->GetBackupTrack()) seed->UpdateTrackParams(track->GetBackupTrack(), AliESDtrack::kTRDbackup);
4f1c04d3 584 isGold = kTRUE;
585 }
586 if (!isGold && track->GetNCross()==0&&track->GetChi2()/track->GetNumberOfClusters()<7){ //almost gold track
7ad19338 587 // seed->UpdateTrackParams(track, AliESDtrack::kTRDbackup);
588 if (track->GetBackupTrack()) seed->UpdateTrackParams(track->GetBackupTrack(), AliESDtrack::kTRDbackup);
f4e9508c 589 isGold = kTRUE;
590 }
4f1c04d3 591 if (!isGold && track->GetBackupTrack()){
592 if (track->GetBackupTrack()->GetNumberOfClusters()>foundMin&&
593 (track->GetBackupTrack()->GetChi2()/(track->GetBackupTrack()->GetNumberOfClusters()+1))<7){
594 seed->UpdateTrackParams(track->GetBackupTrack(), AliESDtrack::kTRDbackup);
595 isGold = kTRUE;
596 }
597 }
7ad19338 598 if (track->StatusForTOF()>0 &&track->fNCross==0 && Float_t(track->fN)/Float_t(track->fNExpected)>0.4){
59393e34 599 //seed->UpdateTrackParams(track->GetBackupTrack(), AliESDtrack::kTRDbackup);
7ad19338 600 }
16d9fbba 601 }
c630aafd 602 }
8979685e 603 // Debug part of tracking
604 TTreeSRedirector& cstream = *fDebugStreamer;
605 Int_t eventNr = event->GetEventNumber();
d337ef8d 606 if (AliTRDReconstructor::StreamLevel()>0){
607 if (track->GetBackupTrack()){
608 cstream<<"Tracks"<<
609 "EventNr="<<eventNr<<
610 "ESD.="<<seed<<
611 "trd.="<<track<<
612 "trdback.="<<track->GetBackupTrack()<<
613 "\n";
614 }else{
615 cstream<<"Tracks"<<
616 "EventNr="<<eventNr<<
617 "ESD.="<<seed<<
618 "trd.="<<track<<
619 "trdback.="<<track<<
620 "\n";
621 }
8979685e 622 }
623 //
624 //Propagation to the TOF (I.Belikov)
3c625a9b 625 if (track->GetStop()==kFALSE){
4f1c04d3 626
b94f0a96 627 Double_t xtof=371.;
3c625a9b 628 Double_t c2=track->GetC()*xtof - track->GetEta();
4f1c04d3 629 if (TMath::Abs(c2)>=0.99) {
c5a8e3df 630 delete track;
631 continue;
632 }
59393e34 633 Double_t xTOF0 = 370. ;
634 PropagateToX(*track,xTOF0,fgkMaxStep);
4f1c04d3 635 //
636 //energy losses taken to the account - check one more time
637 c2=track->GetC()*xtof - track->GetEta();
638 if (TMath::Abs(c2)>=0.99) {
639 delete track;
640 continue;
641 }
642
7bed16a7 643 //
3c625a9b 644 Double_t ymax=xtof*TMath::Tan(0.5*AliTRDgeometry::GetAlpha());
645 Double_t y=track->GetYat(xtof);
646 if (y > ymax) {
7ac6fa52 647 if (!track->Rotate(AliTRDgeometry::GetAlpha())) {
648 delete track;
7bed16a7 649 continue;
7ac6fa52 650 }
3c625a9b 651 } else if (y <-ymax) {
7ac6fa52 652 if (!track->Rotate(-AliTRDgeometry::GetAlpha())) {
653 delete track;
7bed16a7 654 continue;
7ac6fa52 655 }
3c625a9b 656 }
657
658 if (track->PropagateTo(xtof)) {
eab5961e 659 seed->UpdateTrackParams(track, AliESDtrack::kTRDout);
f122c485 660 for (Int_t i=0;i<AliESDtrack::kNPlane;i++) {
eab5961e 661 seed->SetTRDsignals(track->GetPIDsignals(i),i);
662 seed->SetTRDTimBin(track->GetPIDTimBin(i),i);
663 }
7ad19338 664 // seed->SetTRDtrack(new AliTRDtrack(*track));
3c625a9b 665 if (track->GetNumberOfClusters()>foundMin) found++;
666 }
667 }else{
668 if (track->GetNumberOfClusters()>15&&track->GetNumberOfClusters()>0.5*expectedClr){
669 seed->UpdateTrackParams(track, AliESDtrack::kTRDout);
16d9fbba 670 //seed->SetStatus(AliESDtrack::kTRDStop);
f122c485 671 for (Int_t i=0;i<AliESDtrack::kNPlane;i++) {
eab5961e 672 seed->SetTRDsignals(track->GetPIDsignals(i),i);
673 seed->SetTRDTimBin(track->GetPIDTimBin(i),i);
674 }
7ad19338 675 //seed->SetTRDtrack(new AliTRDtrack(*track));
3c625a9b 676 found++;
677 }
1e9bb598 678 }
7ad19338 679 seed->SetTRDQuality(track->StatusForTOF());
8979685e 680 seed->SetTRDBudget(track->fBudget[0]);
681
d9b8978b 682 delete track;
7ad19338 683 //
1e9bb598 684 //End of propagation to the TOF
3c625a9b 685 //if (foundClr>foundMin)
686 // seed->UpdateTrackParams(track, AliESDtrack::kTRDout);
687
c630aafd 688
689 }
690
691 cerr<<"Number of seeds: "<<fNseeds<<endl;
692 cerr<<"Number of back propagated TRD tracks: "<<found<<endl;
69b55c55 693
7b580082 694 if (AliTRDReconstructor::SeedingOn()) MakeSeedsMI(3,5,event); //new seeding
7ad19338 695
1e9bb598 696 fSeeds->Clear(); fNseeds=0;
4f1c04d3 697 delete [] index;
698 delete [] quality;
699
1e9bb598 700 return 0;
701
702}
703
704//_____________________________________________________________________________
705Int_t AliTRDtracker::RefitInward(AliESD* event)
706{
707 //
708 // Refits tracks within the TRD. The ESD event is expected to contain seeds
709 // at the outer part of the TRD.
710 // The tracks are propagated to the innermost time bin
711 // of the TRD and the ESD event is updated
712 // Origin: Thomas KUHR (Thomas.Kuhr@cern.ch)
713 //
714
715 Int_t timeBins = fTrSec[0]->GetNumberOfTimeBins();
716 Float_t foundMin = fgkMinClustersInTrack * timeBins;
717 Int_t nseed = 0;
718 Int_t found = 0;
7b580082 719 // Int_t innerTB = fTrSec[0]->GetInnerTimeBin();
4f1c04d3 720 AliTRDtrack seed2;
1e9bb598 721
722 Int_t n = event->GetNumberOfTracks();
723 for (Int_t i=0; i<n; i++) {
724 AliESDtrack* seed=event->GetTrack(i);
4f1c04d3 725 new(&seed2) AliTRDtrack(*seed);
726 if (seed2.GetX()<270){
727 seed->UpdateTrackParams(&seed2, AliESDtrack::kTRDbackup); // backup TPC track - only update
f4e9508c 728 continue;
729 }
730
1e9bb598 731 ULong_t status=seed->GetStatus();
0dd7d129 732 if ( (status & AliESDtrack::kTRDout ) == 0 ) {
0dd7d129 733 continue;
734 }
735 if ( (status & AliESDtrack::kTRDin) != 0 ) {
0dd7d129 736 continue;
737 }
f4e9508c 738 nseed++;
7ad19338 739// if (1/seed2.Get1Pt()>1.5&& seed2.GetX()>260.) {
740// Double_t oldx = seed2.GetX();
741// seed2.PropagateTo(500.);
742// seed2.ResetCovariance(1.);
743// seed2.PropagateTo(oldx);
744// }
745// else{
746// seed2.ResetCovariance(5.);
747// }
4f1c04d3 748
749 AliTRDtrack *pt = new AliTRDtrack(seed2,seed2.GetAlpha());
ef7253ac 750 Int_t * indexes2 = seed2.GetIndexes();
f122c485 751 for (Int_t i=0;i<AliESDtrack::kNPlane;i++) {
7ad19338 752 pt->SetPIDsignals(seed2.GetPIDsignals(i),i);
753 pt->SetPIDTimBin(seed2.GetPIDTimBin(i),i);
754 }
eab5961e 755
ef7253ac 756 Int_t * indexes3 = pt->GetBackupIndexes();
46e2d86c 757 for (Int_t i=0;i<200;i++) {
758 if (indexes2[i]==0) break;
759 indexes3[i] = indexes2[i];
760 }
761 //AliTRDtrack *pt = seed2;
1e9bb598 762 AliTRDtrack &t=*pt;
7b580082 763 FollowProlongation(t);
1e9bb598 764 if (t.GetNumberOfClusters() >= foundMin) {
46e2d86c 765 // UseClusters(&t);
766 //CookLabel(pt, 1-fgkLabelFraction);
7ad19338 767 t.CookdEdx();
768 CookdEdxTimBin(t);
1e9bb598 769 }
770 found++;
771// cout<<found<<'\r';
59393e34 772 Double_t xTPC = 250;
773 if(PropagateToX(t,xTPC,fgkMaxStep)) {
0fa7dfa7 774 seed->UpdateTrackParams(pt, AliESDtrack::kTRDrefit);
f122c485 775 for (Int_t i=0;i<AliESDtrack::kNPlane;i++) {
7ad19338 776 seed->SetTRDsignals(pt->GetPIDsignals(i),i);
777 seed->SetTRDTimBin(pt->GetPIDTimBin(i),i);
778 }
7bed16a7 779 }else{
780 //if not prolongation to TPC - propagate without update
781 AliTRDtrack* seed2 = new AliTRDtrack(*seed);
782 seed2->ResetCovariance(5.);
783 AliTRDtrack *pt2 = new AliTRDtrack(*seed2,seed2->GetAlpha());
784 delete seed2;
59393e34 785 if (PropagateToX(*pt2,xTPC,fgkMaxStep)) {
3551db50 786 //pt2->CookdEdx(0.,1.);
787 pt2->CookdEdx( ); // Modification by PS
eab5961e 788 CookdEdxTimBin(*pt2);
7bed16a7 789 seed->UpdateTrackParams(pt2, AliESDtrack::kTRDrefit);
f122c485 790 for (Int_t i=0;i<AliESDtrack::kNPlane;i++) {
7ad19338 791 seed->SetTRDsignals(pt2->GetPIDsignals(i),i);
792 seed->SetTRDTimBin(pt2->GetPIDTimBin(i),i);
793 }
eab5961e 794 }
7bed16a7 795 delete pt2;
1e9bb598 796 }
1e9bb598 797 delete pt;
eab5961e 798 }
1e9bb598 799
800 cout<<"Number of loaded seeds: "<<nseed<<endl;
801 cout<<"Number of found tracks from loaded seeds: "<<found<<endl;
802
c630aafd 803 return 0;
804
805}
806
bbf92647 807
8979685e 808
809
7b580082 810
8979685e 811//---------------------------------------------------------------------------
7b580082 812Int_t AliTRDtracker::FollowProlongation(AliTRDtrack& t)
8979685e 813{
814 // Starting from current position on track=t this function tries
815 // to extrapolate the track up to timeBin=0 and to confirm prolongation
816 // if a close cluster is found. Returns the number of clusters
817 // expected to be found in sensitive layers
818 // GeoManager used to estimate mean density
819 Int_t sector;
820 Int_t lastplane = GetLastPlane(&t);
3551db50 821 Double_t radLength = 0.0;
822 Double_t rho = 0.0;
8979685e 823 Int_t expectedNumberOfClusters = 0;
8979685e 824 //
825 //
7b580082 826 //
827 for (Int_t iplane = lastplane; iplane>=0; iplane--){
8979685e 828 //
7b580082 829 Int_t row0 = GetGlobalTimeBin(0, iplane,GetTimeBinsPerPlane()-1);
830 Int_t rowlast = GetGlobalTimeBin(0, iplane,0);
8979685e 831 //
7b580082 832 // propagate track close to the plane if neccessary
833 //
834 Double_t currentx = fTrSec[0]->GetLayer(rowlast)->GetX();
59393e34 835 if (currentx < -fgkMaxStep +t.GetX()){
836 //propagate closer to chamber - safety space fgkMaxStep
837 if (!PropagateToX(t, currentx+fgkMaxStep, fgkMaxStep)) break;
8979685e 838 }
8979685e 839 if (!AdjustSector(&t)) break;
59393e34 840 //
7b580082 841 // get material budget
8979685e 842 //
7b580082 843 Double_t xyz0[3],xyz1[3],param[7],x,y,z;
844 t.GetGlobalXYZ(xyz0[0],xyz0[1],xyz0[2]); //starting global position
845 // end global position
846 x = fTrSec[0]->GetLayer(row0)->GetX();
847 if (!t.GetProlongation(x,y,z)) break;
848 xyz1[0] = x*TMath::Cos(t.GetAlpha())-y*TMath::Sin(t.GetAlpha());
849 xyz1[1] = +x*TMath::Sin(t.GetAlpha())+y*TMath::Cos(t.GetAlpha());
850 xyz1[2] = z;
851 AliKalmanTrack::MeanMaterialBudget(xyz0,xyz1,param);
852 rho = param[0];
853 radLength = param[1]; // get mean propagation parameters
8979685e 854 //
7b580082 855 // propagate nad update
8979685e 856 //
8979685e 857 sector = t.GetSector();
7b580082 858 // for (Int_t itime=GetTimeBinsPerPlane()-1;itime>=0;itime--) {
859 for (Int_t itime=0 ;itime<GetTimeBinsPerPlane();itime++) {
860 Int_t ilayer = GetGlobalTimeBin(0, iplane,itime);
8979685e 861 expectedNumberOfClusters++;
862 t.fNExpected++;
863 if (t.fX>345) t.fNExpectedLast++;
864 AliTRDpropagationLayer& timeBin=*(fTrSec[sector]->GetLayer(ilayer));
865 AliTRDcluster *cl=0;
866 UInt_t index=0;
867 Double_t maxChi2=fgkMaxChi2;
8979685e 868 x = timeBin.GetX();
8979685e 869 if (timeBin) {
870 AliTRDcluster * cl0 = timeBin[0];
871 if (!cl0) continue; // no clusters in given time bin
872 Int_t plane = fGeom->GetPlane(cl0->GetDetector());
873 if (plane>lastplane) continue;
874 Int_t timebin = cl0->GetLocalTimeBin();
875 AliTRDcluster * cl2= GetCluster(&t,plane, timebin,index);
876 //
877 if (cl2) {
878 cl =cl2;
879 Double_t h01 = GetTiltFactor(cl);
880 maxChi2=t.GetPredictedChi2(cl,h01);
7b580082 881 }
8979685e 882 if (cl) {
883 // if (cl->GetNPads()<5)
59393e34 884 Double_t dxsample = timeBin.GetdX();
885 t.SetSampledEdx(TMath::Abs(cl->GetQ()/dxsample));
8979685e 886 Double_t h01 = GetTiltFactor(cl);
887 Int_t det = cl->GetDetector();
888 Int_t plane = fGeom->GetPlane(det);
889 if (t.fX>345){
890 t.fNLast++;
891 t.fChi2Last+=maxChi2;
892 }
59393e34 893 Double_t xcluster = cl->GetX();
894 t.PropagateTo(xcluster,radLength,rho);
8979685e 895 if(!t.UpdateMI(cl,maxChi2,index,h01,plane)) {
7b580082 896 }
8979685e 897 }
898 }
7b580082 899 }
8979685e 900 }
7b580082 901 return expectedNumberOfClusters;
8979685e 902}
903
8979685e 904
905
69b55c55 906
7b580082 907
8979685e 908//___________________________________________________________________
f6625211 909Int_t AliTRDtracker::FollowBackProlongation(AliTRDtrack& t)
8979685e 910{
7ad19338 911
8979685e 912 // Starting from current radial position of track <t> this function
913 // extrapolates the track up to outer timebin and in the sensitive
914 // layers confirms prolongation if a close cluster is found.
915 // Returns the number of clusters expected to be found in sensitive layers
916 // Use GEO manager for material Description
59393e34 917
8979685e 918 Int_t sector;
919 Int_t clusters[1000];
920 for (Int_t i=0;i<1000;i++) clusters[i]=-1;
3551db50 921 Double_t radLength = 0.0;
922 Double_t rho = 0.0;
8979685e 923 Int_t expectedNumberOfClusters = 0;
8979685e 924 Float_t ratio0=0;
925 AliTRDtracklet tracklet;
926 //
927 //
f122c485 928 for (Int_t iplane = 0; iplane<AliESDtrack::kNPlane; iplane++){
7b580082 929 Int_t row0 = GetGlobalTimeBin(0, iplane,GetTimeBinsPerPlane()-1);
930 Int_t rowlast = GetGlobalTimeBin(0, iplane,0);
8979685e 931 //
7b580082 932 Double_t currentx = fTrSec[0]->GetLayer(row0)->GetX();
933 if (currentx<t.GetX()) continue;
934 //
935 // propagate closer to chamber if neccessary
8979685e 936 //
59393e34 937 if (currentx > fgkMaxStep +t.GetX()){
59393e34 938 if (!PropagateToX(t, currentx-fgkMaxStep, fgkMaxStep)) break;
8979685e 939 }
8979685e 940 if (!AdjustSector(&t)) break;
59393e34 941 if (TMath::Abs(t.GetSnp())>fgkMaxSnp) break;
8979685e 942 //
7b580082 943 // get material budget inside of chamber
59393e34 944 //
7b580082 945 Double_t xyz0[3],xyz1[3],param[7],x,y,z;
946 t.GetGlobalXYZ(xyz0[0],xyz0[1],xyz0[2]); //starting global position
947 // end global position
948 x = fTrSec[0]->GetLayer(rowlast)->GetX();
949 if (!t.GetProlongation(x,y,z)) break;
950 xyz1[0] = x*TMath::Cos(t.GetAlpha())-y*TMath::Sin(t.GetAlpha());
951 xyz1[1] = +x*TMath::Sin(t.GetAlpha())+y*TMath::Cos(t.GetAlpha());
952 xyz1[2] = z;
953 AliKalmanTrack::MeanMaterialBudget(xyz0,xyz1,param);
954 rho = param[0];
955 radLength = param[1]; // get mean propagation parameters
8979685e 956 //
7b580082 957 // Find clusters
8979685e 958 //
959 sector = t.GetSector();
7b580082 960 Float_t ncl = FindClusters(sector,row0,rowlast,&t,clusters,tracklet);
961 if (tracklet.GetN()<GetTimeBinsPerPlane()/3) continue;
8979685e 962 //
7b580082 963 // Propagate and update track
8979685e 964 //
7b580082 965 for (Int_t itime= GetTimeBinsPerPlane()-1;itime>=0;itime--) {
966 Int_t ilayer = GetGlobalTimeBin(0, iplane,itime);
8979685e 967 expectedNumberOfClusters++;
968 t.fNExpected++;
969 if (t.fX>345) t.fNExpectedLast++;
970 AliTRDpropagationLayer& timeBin=*(fTrSec[sector]->GetLayer(ilayer));
971 AliTRDcluster *cl=0;
972 UInt_t index=0;
973 Double_t maxChi2=fgkMaxChi2;
8979685e 974 x = timeBin.GetX();
59393e34 975 //
8979685e 976 if (timeBin) {
977 if (clusters[ilayer]>0) {
978 index = clusters[ilayer];
979 cl = (AliTRDcluster*)GetCluster(index);
980 Double_t h01 = GetTiltFactor(cl);
981 maxChi2=t.GetPredictedChi2(cl,h01);
982 }
983
984 if (cl) {
985 // if (cl->GetNPads()<5)
59393e34 986 Double_t dxsample = timeBin.GetdX();
987 t.SetSampledEdx(TMath::Abs(cl->GetQ()/dxsample));
8979685e 988 Double_t h01 = GetTiltFactor(cl);
989 Int_t det = cl->GetDetector();
990 Int_t plane = fGeom->GetPlane(det);
991 if (t.fX>345){
992 t.fNLast++;
993 t.fChi2Last+=maxChi2;
994 }
59393e34 995 Double_t xcluster = cl->GetX();
996 t.PropagateTo(xcluster,radLength,rho);
8979685e 997 if(!t.UpdateMI(cl,maxChi2,index,h01,plane)) {
998 if(!t.Update(cl,maxChi2,index,h01)) {
8979685e 999 }
1000 }
7b580082 1001 //
8979685e 1002 // reset material budget if 2 consecutive gold
1003 if (plane>0)
1004 if (t.fTracklets[plane].GetN()+t.fTracklets[plane-1].GetN()>20){
1005 t.fBudget[2] = 0;
1006 }
1007 }
1008 }
59393e34 1009 }
1010 ratio0 = ncl/Float_t(fTimeBinsPerPlane);
1011 Float_t ratio1 = Float_t(t.fN+1)/Float_t(t.fNExpected+1.);
1012 if (tracklet.GetChi2()<18.&&ratio0>0.8 && ratio1>0.6 && ratio0+ratio1>1.5 && t.GetNCross()==0 && TMath::Abs(t.GetSnp())<0.85&&t.fN>20){
1013 t.MakeBackupTrack(); // make backup of the track until is gold
1014 }
7b580082 1015
8979685e 1016 }
1017 //
8979685e 1018 return expectedNumberOfClusters;
5443e65e 1019}
1020
1e9bb598 1021
1e9bb598 1022
59393e34 1023Int_t AliTRDtracker::PropagateToX(AliTRDtrack& t, Double_t xToGo, Double_t maxStep)
5443e65e 1024{
1025 // Starting from current radial position of track <t> this function
1026 // extrapolates the track up to radial position <xToGo>.
1027 // Returns 1 if track reaches the plane, and 0 otherwise
59393e34 1028 const Double_t kEpsilon = 0.00001;
1029 // Double_t tanmax = TMath::Tan(0.5*AliTRDgeometry::GetAlpha());
1030 Double_t xpos = t.GetX();
1031 Double_t dir = (xpos<xToGo) ? 1.:-1.;
1032 //
1033 while ( (xToGo-xpos)*dir > kEpsilon){
1034 Double_t step = dir*TMath::Min(TMath::Abs(xToGo-xpos), maxStep);
1035 //
1036 Double_t xyz0[3],xyz1[3],param[7],x,y,z;
1037 t.GetGlobalXYZ(xyz0[0],xyz0[1],xyz0[2]); //starting global position
1038 x = xpos+step;
1039 //
1040 if (!t.GetProlongation(x,y,z)) return 0; // no prolongation
1041 //
1042 xyz1[0] = x*TMath::Cos(t.GetAlpha())-y*TMath::Sin(t.GetAlpha());
1043 xyz1[1] = +x*TMath::Sin(t.GetAlpha())+y*TMath::Cos(t.GetAlpha());
1044 xyz1[2] = z;
1045 //
1046 AliKalmanTrack::MeanMaterialBudget(xyz0,xyz1,param);
1047 if (!t.PropagateTo(x,param[1],param[0])) return 0;
1048 AdjustSector(&t);
1049 xpos = t.GetX();
5443e65e 1050 }
1051 return 1;
5443e65e 1052
59393e34 1053}
5443e65e 1054
5443e65e 1055
5443e65e 1056
c630aafd 1057//_____________________________________________________________________________
1058Int_t AliTRDtracker::LoadClusters(TTree *cTree)
1059{
1060 // Fills clusters into TRD tracking_sectors
1061 // Note that the numbering scheme for the TRD tracking_sectors
1062 // differs from that of TRD sectors
4f1c04d3 1063 cout<<"\n Read Sectors clusters"<<endl;
c630aafd 1064 if (ReadClusters(fClusters,cTree)) {
1065 Error("LoadClusters","Problem with reading the clusters !");
1066 return 1;
1067 }
1068 Int_t ncl=fClusters->GetEntriesFast();
b7a0917f 1069 fNclusters=ncl;
c630aafd 1070 cout<<"\n LoadSectors: sorting "<<ncl<<" clusters"<<endl;
1071
1072 UInt_t index;
3c625a9b 1073 for (Int_t ichamber=0;ichamber<5;ichamber++)
1074 for (Int_t isector=0;isector<18;isector++){
1075 fHoles[ichamber][isector]=kTRUE;
1076 }
1077
1078
c630aafd 1079 while (ncl--) {
1080// printf("\r %d left ",ncl);
1081 AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(ncl);
029cd327 1082 Int_t detector=c->GetDetector();
1083 Int_t localTimeBin=c->GetLocalTimeBin();
c630aafd 1084 Int_t sector=fGeom->GetSector(detector);
1085 Int_t plane=fGeom->GetPlane(detector);
3c625a9b 1086
029cd327 1087 Int_t trackingSector = CookSectorIndex(sector);
3c625a9b 1088 if (c->GetLabel(0)>0){
1089 Int_t chamber = fGeom->GetChamber(detector);
1090 fHoles[chamber][trackingSector]=kFALSE;
1091 }
c630aafd 1092
029cd327 1093 Int_t gtb = fTrSec[trackingSector]->CookTimeBinIndex(plane,localTimeBin);
c630aafd 1094 if(gtb < 0) continue;
029cd327 1095 Int_t layer = fTrSec[trackingSector]->GetLayerNumber(gtb);
c630aafd 1096
1097 index=ncl;
69b55c55 1098 //
1099 // apply pos correction
59393e34 1100 Transform(c);
029cd327 1101 fTrSec[trackingSector]->GetLayer(layer)->InsertCluster(c,index);
c630aafd 1102 }
c630aafd 1103 return 0;
1104}
1105
5443e65e 1106//_____________________________________________________________________________
b7a0917f 1107void AliTRDtracker::UnloadClusters()
5443e65e 1108{
1109 //
1110 // Clears the arrays of clusters and tracks. Resets sectors and timebins
1111 //
1112
1113 Int_t i, nentr;
1114
1115 nentr = fClusters->GetEntriesFast();
1116 for (i = 0; i < nentr; i++) delete fClusters->RemoveAt(i);
b7a0917f 1117 fNclusters = 0;
5443e65e 1118
1119 nentr = fSeeds->GetEntriesFast();
1120 for (i = 0; i < nentr; i++) delete fSeeds->RemoveAt(i);
1121
1122 nentr = fTracks->GetEntriesFast();
1123 for (i = 0; i < nentr; i++) delete fTracks->RemoveAt(i);
1124
1125 Int_t nsec = AliTRDgeometry::kNsect;
1126
1127 for (i = 0; i < nsec; i++) {
1128 for(Int_t pl = 0; pl < fTrSec[i]->GetNumberOfLayers(); pl++) {
1129 fTrSec[i]->GetLayer(pl)->Clear();
1130 }
1131 }
1132
1133}
1134
7ad19338 1135//__________________________________________________________________________
69b55c55 1136void AliTRDtracker::MakeSeedsMI(Int_t /*inner*/, Int_t /*outer*/, AliESD * esd)
7ad19338 1137{
1138 //
1139 // Creates seeds using clusters between position inner plane and outer plane
1140 //
c6f438c0 1141 const Double_t kMaxTheta = 1;
1142 const Double_t kMaxPhi = 2.0;
69b55c55 1143 //
1144 const Double_t kRoad0y = 6; // road for middle cluster
1145 const Double_t kRoad0z = 8.5; // road for middle cluster
1146 //
1147 const Double_t kRoad1y = 2; // road in y for seeded cluster
1148 const Double_t kRoad1z = 20; // road in z for seeded cluster
1149 //
1150 const Double_t kRoad2y = 3; // road in y for extrapolated cluster
1151 const Double_t kRoad2z = 20; // road in z for extrapolated cluster
c6f438c0 1152 const Int_t kMaxSeed = 3000;
69b55c55 1153 Int_t maxSec=AliTRDgeometry::kNsect;
7ad19338 1154
69b55c55 1155 //
1156 // linear fitters in planes
1157 TLinearFitter fitterTC(2,"hyp2"); // fitting with tilting pads - kz fixed - kz= Z/x, + vertex const
1158 TLinearFitter fitterT2(4,"hyp4"); // fitting with tilting pads - kz not fixed
1159 fitterTC.StoreData(kTRUE);
1160 fitterT2.StoreData(kTRUE);
1161 AliRieman rieman(1000); // rieman fitter
1162 AliRieman rieman2(1000); // rieman fitter
7ad19338 1163 //
1164 // find the maximal and minimal layer for the planes
7ad19338 1165 //
1166 Int_t layers[6][2];
69b55c55 1167 AliTRDpropagationLayer* reflayers[6];
7ad19338 1168 for (Int_t i=0;i<6;i++){layers[i][0]=10000; layers[i][1]=0;}
7ad19338 1169 for (Int_t ns=0;ns<maxSec;ns++){
1170 for (Int_t ilayer=0;ilayer<fTrSec[ns]->GetNumberOfLayers();ilayer++){
1171 AliTRDpropagationLayer& layer=*(fTrSec[ns]->GetLayer(ilayer));
1172 if (layer==0) continue;
1173 Int_t det = layer[0]->GetDetector();
1174 Int_t plane = fGeom->GetPlane(det);
1175 if (ilayer<layers[plane][0]) layers[plane][0] = ilayer;
1176 if (ilayer>layers[plane][1]) layers[plane][1] = ilayer;
1177 }
1178 }
1179 //
3551db50 1180 AliTRDpadPlane *padPlane = AliTRDCommonParam::Instance()->GetPadPlane(0,0);
69b55c55 1181 Double_t h01 = TMath::Tan(-TMath::Pi() / 180.0 * padPlane->GetTiltingAngle());
1182 Double_t hL[6]; // tilting angle
1183 Double_t xcl[6]; // x - position of reference cluster
1184 Double_t ycl[6]; // y - position of reference cluster
1185 Double_t zcl[6]; // z - position of reference cluster
1186 AliTRDcluster *cl[6]={0,0,0,0,0,0}; // seeding clusters
1187 Float_t padlength[6]={10,10,10,10,10,10}; //current pad-length
1188 Double_t chi2R =0, chi2Z=0;
1189 Double_t chi2RF =0, chi2ZF=0;
1190 //
1191 Int_t nclusters; // total number of clusters
1192 for (Int_t i=0;i<6;i++) {hL[i]=h01; if (i%2==1) hL[i]*=-1.;}
1193 //
1194 //
1195 // registered seed
c6f438c0 1196 AliTRDseed *pseed = new AliTRDseed[kMaxSeed*6];
1197 AliTRDseed *seed[kMaxSeed];
1198 for (Int_t iseed=0;iseed<kMaxSeed;iseed++) seed[iseed]= &pseed[iseed*6];
69b55c55 1199 AliTRDseed *cseed = seed[0];
1200 //
c6f438c0 1201 Double_t seedquality[kMaxSeed];
1202 Double_t seedquality2[kMaxSeed];
1203 Double_t seedparams[kMaxSeed][7];
1204 Int_t seedlayer[kMaxSeed];
69b55c55 1205 Int_t registered =0;
c6f438c0 1206 Int_t sort[kMaxSeed];
69b55c55 1207 //
1208 // seeding part
1209 //
1210 for (Int_t ns = 0; ns<maxSec; ns++){ //loop over sectors
1211 //for (Int_t ns = 0; ns<5; ns++){ //loop over sectors
1212 registered = 0; // reset registerd seed counter
1213 cseed = seed[registered];
1214 Float_t iter=0;
1215 for (Int_t sLayer=2; sLayer>=0;sLayer--){
1216 //for (Int_t dseed=5;dseed<15; dseed+=3){ //loop over central seeding time bins
1217 iter+=1.;
1218 Int_t dseed = 5+Int_t(iter)*3;
1219 // Initialize seeding layers
1220 for (Int_t ilayer=0;ilayer<6;ilayer++){
1221 reflayers[ilayer] = fTrSec[ns]->GetLayer(layers[ilayer][1]-dseed);
1222 xcl[ilayer] = reflayers[ilayer]->GetX();
1223 }
7ad19338 1224 //
69b55c55 1225 Double_t xref = (xcl[sLayer+1] + xcl[sLayer+2])*0.5;
1226 AliTRDpropagationLayer& layer0=*reflayers[sLayer+0];
1227 AliTRDpropagationLayer& layer1=*reflayers[sLayer+1];
1228 AliTRDpropagationLayer& layer2=*reflayers[sLayer+2];
1229 AliTRDpropagationLayer& layer3=*reflayers[sLayer+3];
1230 //
1231 Int_t maxn3 = layer3;
1232 for (Int_t icl3=0;icl3<maxn3;icl3++){
1233 AliTRDcluster *cl3 = layer3[icl3];
1234 if (!cl3) continue;
1235 padlength[sLayer+3] = TMath::Sqrt(cl3->GetSigmaZ2()*12.);
1236 ycl[sLayer+3] = cl3->GetY();
1237 zcl[sLayer+3] = cl3->GetZ();
c6f438c0 1238 Float_t yymin0 = ycl[sLayer+3] - 1- kMaxPhi *(xcl[sLayer+3]-xcl[sLayer+0]);
1239 Float_t yymax0 = ycl[sLayer+3] + 1+ kMaxPhi *(xcl[sLayer+3]-xcl[sLayer+0]);
69b55c55 1240 Int_t maxn0 = layer0; //
1241 for (Int_t icl0=layer0.Find(yymin0);icl0<maxn0;icl0++){
1242 AliTRDcluster *cl0 = layer0[icl0];
1243 if (!cl0) continue;
1244 if (cl3->IsUsed()&&cl0->IsUsed()) continue;
1245 ycl[sLayer+0] = cl0->GetY();
1246 zcl[sLayer+0] = cl0->GetZ();
1247 if ( ycl[sLayer+0]>yymax0) break;
1248 Double_t tanphi = (ycl[sLayer+3]-ycl[sLayer+0])/(xcl[sLayer+3]-xcl[sLayer+0]);
c6f438c0 1249 if (TMath::Abs(tanphi)>kMaxPhi) continue;
69b55c55 1250 Double_t tantheta = (zcl[sLayer+3]-zcl[sLayer+0])/(xcl[sLayer+3]-xcl[sLayer+0]);
c6f438c0 1251 if (TMath::Abs(tantheta)>kMaxTheta) continue;
69b55c55 1252 padlength[sLayer+0] = TMath::Sqrt(cl0->GetSigmaZ2()*12.);
1253 //
1254 // expected position in 1 layer
1255 Double_t y1exp = ycl[sLayer+0]+(tanphi) *(xcl[sLayer+1]-xcl[sLayer+0]);
1256 Double_t z1exp = zcl[sLayer+0]+(tantheta)*(xcl[sLayer+1]-xcl[sLayer+0]);
1257 Float_t yymin1 = y1exp - kRoad0y-tanphi;
1258 Float_t yymax1 = y1exp + kRoad0y+tanphi;
1259 Int_t maxn1 = layer1; //
1260 //
1261 for (Int_t icl1=layer1.Find(yymin1);icl1<maxn1;icl1++){
1262 AliTRDcluster *cl1 = layer1[icl1];
1263 if (!cl1) continue;
1264 Int_t nusedCl = 0;
1265 if (cl3->IsUsed()) nusedCl++;
1266 if (cl0->IsUsed()) nusedCl++;
1267 if (cl1->IsUsed()) nusedCl++;
1268 if (nusedCl>1) continue;
1269 ycl[sLayer+1] = cl1->GetY();
1270 zcl[sLayer+1] = cl1->GetZ();
1271 if ( ycl[sLayer+1]>yymax1) break;
1272 if (TMath::Abs(ycl[sLayer+1]-y1exp)>kRoad0y+tanphi) continue;
1273 if (TMath::Abs(zcl[sLayer+1]-z1exp)>kRoad0z) continue;
1274 padlength[sLayer+1] = TMath::Sqrt(cl1->GetSigmaZ2()*12.);
1275 //
1276 Double_t y2exp = ycl[sLayer+0]+(tanphi) *(xcl[sLayer+2]-xcl[sLayer+0])+(ycl[sLayer+1]-y1exp);
1277 Double_t z2exp = zcl[sLayer+0]+(tantheta)*(xcl[sLayer+2]-xcl[sLayer+0]);
1278 Int_t index2 = layer2.FindNearestCluster(y2exp,z2exp,kRoad1y, kRoad1z);
1279 if (index2<=0) continue;
1280 AliTRDcluster *cl2 = (AliTRDcluster*)GetCluster(index2);
1281 padlength[sLayer+2] = TMath::Sqrt(cl2->GetSigmaZ2()*12.);
1282 ycl[sLayer+2] = cl2->GetY();
1283 zcl[sLayer+2] = cl2->GetZ();
1284 if (TMath::Abs(cl2->GetZ()-z2exp)>kRoad0z) continue;
1285 //
1286 rieman.Reset();
1287 rieman.AddPoint(xcl[sLayer+0],ycl[sLayer+0],zcl[sLayer+0],1,10);
1288 rieman.AddPoint(xcl[sLayer+1],ycl[sLayer+1],zcl[sLayer+1],1,10);
1289 rieman.AddPoint(xcl[sLayer+3],ycl[sLayer+3],zcl[sLayer+3],1,10);
1290 rieman.AddPoint(xcl[sLayer+2],ycl[sLayer+2],zcl[sLayer+2],1,10);
1291 rieman.Update();
1292 //
1293 // reset fitter
1294 for (Int_t iLayer=0;iLayer<6;iLayer++){
1295 cseed[iLayer].Reset();
1296 }
1297 chi2Z =0.; chi2R=0.;
1298 for (Int_t iLayer=0;iLayer<4;iLayer++){
1299 cseed[sLayer+iLayer].fZref[0] = rieman.GetZat(xcl[sLayer+iLayer]);
1300 chi2Z += (cseed[sLayer+iLayer].fZref[0]- zcl[sLayer+iLayer])*
1301 (cseed[sLayer+iLayer].fZref[0]- zcl[sLayer+iLayer]);
1302 cseed[sLayer+iLayer].fZref[1] = rieman.GetDZat(xcl[sLayer+iLayer]);
1303 cseed[sLayer+iLayer].fYref[0] = rieman.GetYat(xcl[sLayer+iLayer]);
1304 chi2R += (cseed[sLayer+iLayer].fYref[0]- ycl[sLayer+iLayer])*
1305 (cseed[sLayer+iLayer].fYref[0]- ycl[sLayer+iLayer]);
1306 cseed[sLayer+iLayer].fYref[1] = rieman.GetDYat(xcl[sLayer+iLayer]);
1307 }
1308 if (TMath::Sqrt(chi2R)>1./iter) continue;
1309 if (TMath::Sqrt(chi2Z)>7./iter) continue;
1310 //
1311 //
1312 //
1313 Float_t minmax[2]={-100,100};
1314 for (Int_t iLayer=0;iLayer<4;iLayer++){
1315 Float_t max = zcl[sLayer+iLayer]+padlength[sLayer+iLayer]*0.5+1 -cseed[sLayer+iLayer].fZref[0];
1316 if (max<minmax[1]) minmax[1]=max;
1317 Float_t min = zcl[sLayer+iLayer]-padlength[sLayer+iLayer]*0.5-1 -cseed[sLayer+iLayer].fZref[0];
1318 if (min>minmax[0]) minmax[0]=min;
1319 }
1320 Bool_t isFake = kFALSE;
1321 if (cl0->GetLabel(0)!=cl3->GetLabel(0)) isFake = kTRUE;
1322 if (cl1->GetLabel(0)!=cl3->GetLabel(0)) isFake = kTRUE;
1323 if (cl2->GetLabel(0)!=cl3->GetLabel(0)) isFake = kTRUE;
d337ef8d 1324 if (AliTRDReconstructor::StreamLevel()>0){
1325 if ((!isFake) || (icl3%10)==0 ){ //debugging print
1326 TTreeSRedirector& cstream = *fDebugStreamer;
1327 cstream<<"Seeds0"<<
1328 "isFake="<<isFake<<
1329 "Cl0.="<<cl0<<
1330 "Cl1.="<<cl1<<
1331 "Cl2.="<<cl2<<
1332 "Cl3.="<<cl3<<
1333 "Xref="<<xref<<
1334 "X0="<<xcl[sLayer+0]<<
1335 "X1="<<xcl[sLayer+1]<<
1336 "X2="<<xcl[sLayer+2]<<
1337 "X3="<<xcl[sLayer+3]<<
1338 "Y2exp="<<y2exp<<
1339 "Z2exp="<<z2exp<<
1340 "Chi2R="<<chi2R<<
1341 "Chi2Z="<<chi2Z<<
1342 "Seed0.="<<&cseed[sLayer+0]<<
1343 "Seed1.="<<&cseed[sLayer+1]<<
1344 "Seed2.="<<&cseed[sLayer+2]<<
1345 "Seed3.="<<&cseed[sLayer+3]<<
1346 "Zmin="<<minmax[0]<<
1347 "Zmax="<<minmax[1]<<
1348 "\n";
1349 }
69b55c55 1350 }
1351
1352 //<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1353 //<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1354 //<<<<<<<<<<<<<<<<<< FIT SEEDING PART <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1355 //<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1356 cl[sLayer+0] = cl0;
1357 cl[sLayer+1] = cl1;
1358 cl[sLayer+2] = cl2;
1359 cl[sLayer+3] = cl3;
1360 Bool_t isOK=kTRUE;
1361 for (Int_t jLayer=0;jLayer<4;jLayer++){
1362 cseed[sLayer+jLayer].fTilt = hL[sLayer+jLayer];
1363 cseed[sLayer+jLayer].fPadLength = padlength[sLayer+jLayer];
1364 cseed[sLayer+jLayer].fX0 = xcl[sLayer+jLayer];
1365 for (Int_t iter=0; iter<2; iter++){
1366 //
1367 // in iteration 0 we try only one pad-row
1368 // if quality not sufficient we try 2 pad-rows - about 5% of tracks cross 2 pad-rows
1369 //
1370 AliTRDseed tseed = cseed[sLayer+jLayer];
1371 Float_t roadz = padlength[sLayer+jLayer]*0.5;
1372 if (iter>0) roadz = padlength[sLayer+jLayer];
1373 //
1374 Float_t quality =10000;
1375 for (Int_t iTime=2;iTime<20;iTime++){
1376 AliTRDpropagationLayer& layer = *(fTrSec[ns]->GetLayer(layers[sLayer+jLayer][1]-iTime));
1377 Double_t dxlayer= layer.GetX()-xcl[sLayer+jLayer];
1378 Double_t zexp = cl[sLayer+jLayer]->GetZ() ;
1379 if (iter>0){
1380 // try 2 pad-rows in second iteration
1381 zexp = tseed.fZref[0]+ tseed.fZref[1]*dxlayer;
1382 if (zexp>cl[sLayer+jLayer]->GetZ()) zexp = cl[sLayer+jLayer]->GetZ()+padlength[sLayer+jLayer]*0.5;
1383 if (zexp<cl[sLayer+jLayer]->GetZ()) zexp = cl[sLayer+jLayer]->GetZ()-padlength[sLayer+jLayer]*0.5;
1384 }
1385 //
1386 Double_t yexp = tseed.fYref[0]+
1387 tseed.fYref[1]*dxlayer;
1388 Int_t index = layer.FindNearestCluster(yexp,zexp,kRoad1y, roadz);
1389 if (index<=0) continue;
1390 AliTRDcluster *cl = (AliTRDcluster*)GetCluster(index);
1391 //
1392 tseed.fIndexes[iTime] = index;
1393 tseed.fClusters[iTime] = cl; // register cluster
1394 tseed.fX[iTime] = dxlayer; // register cluster
1395 tseed.fY[iTime] = cl->GetY(); // register cluster
1396 tseed.fZ[iTime] = cl->GetZ(); // register cluster
1397 }
1398 tseed.Update();
1399 //count the number of clusters and distortions into quality
1400 Float_t dangle = tseed.fYfit[1]-tseed.fYref[1];
1401 Float_t tquality = (18-tseed.fN2)/2. + TMath::Abs(dangle)/0.1+
1402 TMath::Abs(tseed.fYfit[0]-tseed.fYref[0])/0.2+
1403 2.*TMath::Abs(tseed.fMeanz-tseed.fZref[0])/padlength[jLayer];
c6f438c0 1404 if (iter==0 && tseed.IsOK()) {
69b55c55 1405 cseed[sLayer+jLayer] = tseed;
1406 quality = tquality;
1407 if (tquality<5) break;
1408 }
c6f438c0 1409 if (tseed.IsOK() && tquality<quality)
69b55c55 1410 cseed[sLayer+jLayer] = tseed;
1411 }
c6f438c0 1412 if (!cseed[sLayer+jLayer].IsOK()){
69b55c55 1413 isOK = kFALSE;
1414 break;
1415 }
1416 cseed[sLayer+jLayer].CookLabels();
1417 cseed[sLayer+jLayer].UpdateUsed();
1418 nusedCl+= cseed[sLayer+jLayer].fNUsed;
1419 if (nusedCl>25){
1420 isOK = kFALSE;
1421 break;
1422 }
1423 }
1424 //
1425 if (!isOK) continue;
1426 nclusters=0;
1427 for (Int_t iLayer=0;iLayer<4;iLayer++){
c6f438c0 1428 if (cseed[sLayer+iLayer].IsOK()){
69b55c55 1429 nclusters+=cseed[sLayer+iLayer].fN2;
1430 }
1431 }
1432 //
1433 // iteration 0
1434 rieman.Reset();
1435 for (Int_t iLayer=0;iLayer<4;iLayer++){
1436 rieman.AddPoint(xcl[sLayer+iLayer],cseed[sLayer+iLayer].fYfitR[0],
1437 cseed[sLayer+iLayer].fZProb,1,10);
1438 }
1439 rieman.Update();
1440 //
1441 //
1442 chi2R =0; chi2Z=0;
1443 for (Int_t iLayer=0;iLayer<4;iLayer++){
1444 cseed[sLayer+iLayer].fYref[0] = rieman.GetYat(xcl[sLayer+iLayer]);
1445 chi2R += (cseed[sLayer+iLayer].fYref[0]-cseed[sLayer+iLayer].fYfitR[0])*
1446 (cseed[sLayer+iLayer].fYref[0]-cseed[sLayer+iLayer].fYfitR[0]);
1447 cseed[sLayer+iLayer].fYref[1] = rieman.GetDYat(xcl[sLayer+iLayer]);
1448 cseed[sLayer+iLayer].fZref[0] = rieman.GetZat(xcl[sLayer+iLayer]);
1449 chi2Z += (cseed[sLayer+iLayer].fZref[0]- cseed[sLayer+iLayer].fMeanz)*
1450 (cseed[sLayer+iLayer].fZref[0]- cseed[sLayer+iLayer].fMeanz);
1451 cseed[sLayer+iLayer].fZref[1] = rieman.GetDZat(xcl[sLayer+iLayer]);
1452 }
1453 Double_t curv = rieman.GetC();
1454 //
1455 // likelihoods
1456 //
1457 Double_t sumda =
1458 TMath::Abs(cseed[sLayer+0].fYfitR[1]- cseed[sLayer+0].fYref[1])+
1459 TMath::Abs(cseed[sLayer+1].fYfitR[1]- cseed[sLayer+1].fYref[1])+
1460 TMath::Abs(cseed[sLayer+2].fYfitR[1]- cseed[sLayer+2].fYref[1])+
1461 TMath::Abs(cseed[sLayer+3].fYfitR[1]- cseed[sLayer+3].fYref[1]);
1462 Double_t likea = TMath::Exp(-sumda*10.6);
1463 Double_t likechi2 = 0.0000000001;
1464 if (chi2R<0.5) likechi2+=TMath::Exp(-TMath::Sqrt(chi2R)*7.73);
1465 Double_t likechi2z = TMath::Exp(-chi2Z*0.088)/TMath::Exp(-chi2Z*0.019);
1466 Double_t likeN = TMath::Exp(-(72-nclusters)*0.19);
1467 Double_t like = likea*likechi2*likechi2z*likeN;
1468 //
1469 Double_t likePrimY = TMath::Exp(-TMath::Abs(cseed[sLayer+0].fYref[1]-130*curv)*1.9);
1470 Double_t likePrimZ = TMath::Exp(-TMath::Abs(cseed[sLayer+0].fZref[1]-
1471 cseed[sLayer+0].fZref[0]/xcl[sLayer+0])*5.9);
1472 Double_t likePrim = TMath::Max(likePrimY*likePrimZ,0.0005);
1473
1474 seedquality[registered] = like;
1475 seedlayer[registered] = sLayer;
1476 if (TMath::Log(0.000000000000001+like)<-15) continue;
1477 AliTRDseed seedb[6];
1478 for (Int_t iLayer=0;iLayer<6;iLayer++){
1479 seedb[iLayer] = cseed[iLayer];
1480 }
1481 //
1482 //<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1483 //<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1484 //<<<<<<<<<<<<<<< FULL TRACK FIT PART <<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1485 //<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<
1486 //
1487 Int_t nlayers = 0;
1488 Int_t nusedf = 0;
1489 Int_t findable = 0;
1490 //
1491 // add new layers - avoid long extrapolation
1492 //
1493 Int_t tLayer[2]={0,0};
1494 if (sLayer==2) {tLayer[0]=1; tLayer[1]=0;}
1495 if (sLayer==1) {tLayer[0]=5; tLayer[1]=0;}
1496 if (sLayer==0) {tLayer[0]=4; tLayer[1]=5;}
1497 //
1498 for (Int_t iLayer=0;iLayer<2;iLayer++){
1499 Int_t jLayer = tLayer[iLayer]; // set tracking layer
1500 cseed[jLayer].Reset();
1501 cseed[jLayer].fTilt = hL[jLayer];
1502 cseed[jLayer].fPadLength = padlength[jLayer];
1503 cseed[jLayer].fX0 = xcl[jLayer];
1504 // get pad length and rough cluster
1505 Int_t indexdummy = reflayers[jLayer]->FindNearestCluster(cseed[jLayer].fYref[0],
1506 cseed[jLayer].fZref[0],kRoad2y,kRoad2z);
1507 if (indexdummy<=0) continue;
1508 AliTRDcluster *cldummy = (AliTRDcluster*)GetCluster(indexdummy);
1509 padlength[jLayer] = TMath::Sqrt(cldummy->GetSigmaZ2()*12.);
1510 }
1511 AliTRDseed::FitRiemanTilt(cseed, kTRUE);
1512 //
1513 for (Int_t iLayer=0;iLayer<2;iLayer++){
1514 Int_t jLayer = tLayer[iLayer]; // set tracking layer
c6f438c0 1515 if ( (jLayer==0) && !(cseed[1].IsOK())) continue; // break not allowed
1516 if ( (jLayer==5) && !(cseed[4].IsOK())) continue; // break not allowed
69b55c55 1517 Float_t zexp = cseed[jLayer].fZref[0];
1518 Double_t zroad = padlength[jLayer]*0.5+1.;
1519 //
1520 //
1521 for (Int_t iter=0;iter<2;iter++){
1522 AliTRDseed tseed = cseed[jLayer];
1523 Float_t quality = 10000;
1524 for (Int_t iTime=2;iTime<20;iTime++){
1525 AliTRDpropagationLayer& layer = *(fTrSec[ns]->GetLayer(layers[jLayer][1]-iTime));
1526 Double_t dxlayer = layer.GetX()-xcl[jLayer];
1527 Double_t yexp = tseed.fYref[0]+tseed.fYref[1]*dxlayer;
1528 Float_t yroad = kRoad1y;
1529 Int_t index = layer.FindNearestCluster(yexp,zexp, yroad, zroad);
1530 if (index<=0) continue;
1531 AliTRDcluster *cl = (AliTRDcluster*)GetCluster(index);
1532 //
1533 tseed.fIndexes[iTime] = index;
1534 tseed.fClusters[iTime] = cl; // register cluster
1535 tseed.fX[iTime] = dxlayer; // register cluster
1536 tseed.fY[iTime] = cl->GetY(); // register cluster
1537 tseed.fZ[iTime] = cl->GetZ(); // register cluster
1538 }
1539 tseed.Update();
c6f438c0 1540 if (tseed.IsOK()){
69b55c55 1541 Float_t dangle = tseed.fYfit[1]-tseed.fYref[1];
1542 Float_t tquality = (18-tseed.fN2)/2. + TMath::Abs(dangle)/0.1+
1543 TMath::Abs(tseed.fYfit[0]-tseed.fYref[0])/0.2+
1544 2.*TMath::Abs(tseed.fMeanz-tseed.fZref[0])/padlength[jLayer];
1545 //
1546 if (tquality<quality){
1547 cseed[jLayer]=tseed;
1548 quality = tquality;
1549 }
1550 }
1551 zroad*=2.;
1552 }
c6f438c0 1553 if ( cseed[jLayer].IsOK()){
69b55c55 1554 cseed[jLayer].CookLabels();
1555 cseed[jLayer].UpdateUsed();
1556 nusedf+= cseed[jLayer].fNUsed;
1557 AliTRDseed::FitRiemanTilt(cseed, kTRUE);
1558 }
1559 }
1560 //
1561 //
1562 // make copy
1563 AliTRDseed bseed[6];
1564 for (Int_t jLayer=0;jLayer<6;jLayer++){
1565 bseed[jLayer] = cseed[jLayer];
1566 }
1567 Float_t lastquality = 10000;
1568 Float_t lastchi2 = 10000;
1569 Float_t chi2 = 1000;
1570
1571 //
1572 for (Int_t iter =0; iter<4;iter++){
1573 //
1574 // sort tracklets according "quality", try to "improve" 4 worst
1575 //
1576 Float_t sumquality = 0;
1577 Float_t squality[6];
1578 Int_t sortindexes[6];
1579 for (Int_t jLayer=0;jLayer<6;jLayer++){
c6f438c0 1580 if (bseed[jLayer].IsOK()){
69b55c55 1581 AliTRDseed &tseed = bseed[jLayer];
1582 Double_t zcor = tseed.fTilt*(tseed.fZProb-tseed.fZref[0]);
1583 Float_t dangle = tseed.fYfit[1]-tseed.fYref[1];
1584 Float_t tquality = (18-tseed.fN2)/2. + TMath::Abs(dangle)/0.1+
1585 TMath::Abs(tseed.fYfit[0]-(tseed.fYref[0]-zcor))/0.2+
1586 2.*TMath::Abs(tseed.fMeanz-tseed.fZref[0])/padlength[jLayer];
1587 squality[jLayer] = tquality;
1588 }
1589 else squality[jLayer]=-1;
1590 sumquality +=squality[jLayer];
1591 }
1592
1593 if (sumquality>=lastquality || chi2>lastchi2) break;
1594 lastquality = sumquality;
1595 lastchi2 = chi2;
1596 if (iter>0){
1597 for (Int_t jLayer=0;jLayer<6;jLayer++){
1598 cseed[jLayer] = bseed[jLayer];
1599 }
1600 }
1601 TMath::Sort(6,squality,sortindexes,kFALSE);
1602 //
1603 //
1604 for (Int_t jLayer=5;jLayer>1;jLayer--){
1605 Int_t bLayer = sortindexes[jLayer];
1606 AliTRDseed tseed = bseed[bLayer];
1607 for (Int_t iTime=2;iTime<20;iTime++){
1608 AliTRDpropagationLayer& layer = *(fTrSec[ns]->GetLayer(layers[bLayer][1]-iTime));
1609 Double_t dxlayer= layer.GetX()-xcl[bLayer];
1610 //
1611 Double_t zexp = tseed.fZref[0];
1612 Double_t zcor = tseed.fTilt*(tseed.fZProb-tseed.fZref[0]);
1613 //
1614 Float_t roadz = padlength[bLayer]+1;
1615 if (TMath::Abs(tseed.fZProb-zexp)> padlength[bLayer]*0.5) {roadz = padlength[bLayer]*0.5;}
1616 if (tseed.fZfit[1]*tseed.fZref[1]<0) {roadz = padlength[bLayer]*0.5;}
1617 if (TMath::Abs(tseed.fZProb-zexp)<0.1*padlength[bLayer]) {
1618 zexp = tseed.fZProb;
1619 roadz = padlength[bLayer]*0.5;
1620 }
1621 //
1622 Double_t yexp = tseed.fYref[0]+
1623 tseed.fYref[1]*dxlayer-zcor;
1624 Int_t index = layer.FindNearestCluster(yexp,zexp,kRoad1y, roadz);
1625 if (index<=0) continue;
1626 AliTRDcluster *cl = (AliTRDcluster*)GetCluster(index);
1627 //
1628 tseed.fIndexes[iTime] = index;
1629 tseed.fClusters[iTime] = cl; // register cluster
1630 tseed.fX[iTime] = dxlayer; // register cluster
1631 tseed.fY[iTime] = cl->GetY(); // register cluster
1632 tseed.fZ[iTime] = cl->GetZ(); // register cluster
1633 }
1634 tseed.Update();
c6f438c0 1635 if (tseed.IsOK()) {
69b55c55 1636 Float_t dangle = tseed.fYfit[1]-tseed.fYref[1];
1637 Double_t zcor = tseed.fTilt*(tseed.fZProb-tseed.fZref[0]);
1638 //
1639 Float_t tquality = (18-tseed.fN2)/2. + TMath::Abs(dangle)/0.1+
1640 TMath::Abs(tseed.fYfit[0]-(tseed.fYref[0]-zcor))/0.2+
1641 2.*TMath::Abs(tseed.fMeanz-tseed.fZref[0])/padlength[jLayer];
1642 //
1643 if (tquality<squality[bLayer])
1644 bseed[bLayer] = tseed;
1645 }
1646 }
1647 chi2 = AliTRDseed::FitRiemanTilt(bseed, kTRUE);
1648 }
1649 //
1650 //
1651 //
1652 nclusters = 0;
1653 nlayers = 0;
1654 findable = 0;
1655 for (Int_t iLayer=0;iLayer<6;iLayer++) {
1656 if (TMath::Abs(cseed[iLayer].fYref[0]/cseed[iLayer].fX0)<0.15)
1657 findable++;
c6f438c0 1658 if (cseed[iLayer].IsOK()){
69b55c55 1659 nclusters+=cseed[iLayer].fN2;
1660 nlayers++;
1661 }
1662 }
1663 if (nlayers<3) continue;
1664 rieman.Reset();
1665 for (Int_t iLayer=0;iLayer<6;iLayer++){
c6f438c0 1666 if (cseed[iLayer].IsOK()) rieman.AddPoint(xcl[iLayer],cseed[iLayer].fYfitR[0],
69b55c55 1667 cseed[iLayer].fZProb,1,10);
1668 }
1669 rieman.Update();
1670 //
1671 chi2RF =0;
1672 chi2ZF =0;
1673 for (Int_t iLayer=0;iLayer<6;iLayer++){
c6f438c0 1674 if (cseed[iLayer].IsOK()){
69b55c55 1675 cseed[iLayer].fYref[0] = rieman.GetYat(xcl[iLayer]);
1676 chi2RF += (cseed[iLayer].fYref[0]-cseed[iLayer].fYfitR[0])*
1677 (cseed[iLayer].fYref[0]-cseed[iLayer].fYfitR[0]);
1678 cseed[iLayer].fYref[1] = rieman.GetDYat(xcl[iLayer]);
1679 cseed[iLayer].fZref[0] = rieman.GetZat(xcl[iLayer]);
1680 chi2ZF += (cseed[iLayer].fZref[0]- cseed[iLayer].fMeanz)*
1681 (cseed[iLayer].fZref[0]- cseed[iLayer].fMeanz);
1682 cseed[iLayer].fZref[1] = rieman.GetDZat(xcl[iLayer]);
1683 }
1684 }
1685 chi2RF/=TMath::Max((nlayers-3.),1.);
1686 chi2ZF/=TMath::Max((nlayers-3.),1.);
1687 curv = rieman.GetC();
1688
1689 //
1690
1691 Double_t xref2 = (xcl[2]+xcl[3])*0.5; // middle of the chamber
1692 Double_t dzmf = rieman.GetDZat(xref2);
1693 Double_t zmf = rieman.GetZat(xref2);
1694 //
1695 // fit hyperplane
1696 //
1697 Int_t npointsT =0;
1698 fitterTC.ClearPoints();
1699 fitterT2.ClearPoints();
1700 rieman2.Reset();
1701 for (Int_t iLayer=0; iLayer<6;iLayer++){
c6f438c0 1702 if (!cseed[iLayer].IsOK()) continue;
69b55c55 1703 for (Int_t itime=0;itime<25;itime++){
1704 if (!cseed[iLayer].fUsable[itime]) continue;
1705 Double_t x = cseed[iLayer].fX[itime]+cseed[iLayer].fX0-xref2; // x relative to the midle chamber
1706 Double_t y = cseed[iLayer].fY[itime];
1707 Double_t z = cseed[iLayer].fZ[itime];
1708 // ExB correction to the correction
1709 // tilted rieman
1710 //
1711 Double_t uvt[6];
1712 Double_t x2 = cseed[iLayer].fX[itime]+cseed[iLayer].fX0; // global x
1713 //
1714 Double_t t = 1./(x2*x2+y*y);
1715 uvt[1] = t; // t
1716 uvt[0] = 2.*x2*uvt[1]; // u
1717 //
1718 uvt[2] = 2.0*hL[iLayer]*uvt[1];
1719 uvt[3] = 2.0*hL[iLayer]*x*uvt[1];
1720 uvt[4] = 2.0*(y+hL[iLayer]*z)*uvt[1];
1721 //
1722 Double_t error = 2*0.2*uvt[1];
1723 fitterT2.AddPoint(uvt,uvt[4],error);
1724 //
1725 // constrained rieman
1726 //
1727 z =cseed[iLayer].fZ[itime];
1728 uvt[0] = 2.*x2*t; // u
1729 uvt[1] = 2*hL[iLayer]*x2*uvt[1];
1730 uvt[2] = 2*(y+hL[iLayer]*(z-GetZ()))*t;
1731 fitterTC.AddPoint(uvt,uvt[2],error);
1732 //
1733 rieman2.AddPoint(x2,y,z,1,10);
1734 npointsT++;
1735 }
1736 }
1737 rieman2.Update();
1738 fitterTC.Eval();
1739 fitterT2.Eval();
1740 Double_t rpolz0 = fitterT2.GetParameter(3);
1741 Double_t rpolz1 = fitterT2.GetParameter(4);
1742 //
1743 // linear fitter - not possible to make boundaries
1744 // non accept non possible z and dzdx combination
1745 //
1746 Bool_t acceptablez =kTRUE;
1747 for (Int_t iLayer=0; iLayer<6;iLayer++){
c6f438c0 1748 if (cseed[iLayer].IsOK()){
69b55c55 1749 Double_t zT2 = rpolz0+rpolz1*(xcl[iLayer] - xref2);
1750 if (TMath::Abs(cseed[iLayer].fZProb-zT2)>padlength[iLayer]*0.5+1)
1751 acceptablez = kFALSE;
1752 }
1753 }
1754 if (!acceptablez){
1755 fitterT2.FixParameter(3,zmf);
1756 fitterT2.FixParameter(4,dzmf);
1757 fitterT2.Eval();
1758 fitterT2.ReleaseParameter(3);
1759 fitterT2.ReleaseParameter(4);
1760 rpolz0 = fitterT2.GetParameter(3);
1761 rpolz1 = fitterT2.GetParameter(4);
1762 }
1763 //
1764 Double_t chi2TR = fitterT2.GetChisquare()/Float_t(npointsT);
1765 Double_t chi2TC = fitterTC.GetChisquare()/Float_t(npointsT);
1766 //
1767 Double_t polz1c = fitterTC.GetParameter(2);
1768 Double_t polz0c = polz1c*xref2;
1769 //
1770 Double_t aC = fitterTC.GetParameter(0);
1771 Double_t bC = fitterTC.GetParameter(1);
c6f438c0 1772 Double_t cC = aC/TMath::Sqrt(bC*bC+1.); // curvature
69b55c55 1773 //
1774 Double_t aR = fitterT2.GetParameter(0);
1775 Double_t bR = fitterT2.GetParameter(1);
1776 Double_t dR = fitterT2.GetParameter(2);
c6f438c0 1777 Double_t cR = 1+bR*bR-dR*aR;
69b55c55 1778 Double_t dca = 0.;
c6f438c0 1779 if (cR>0){
69b55c55 1780 dca = -dR/(TMath::Sqrt(1+bR*bR-dR*aR)+TMath::Sqrt(1+bR*bR));
c6f438c0 1781 cR = aR/TMath::Sqrt(cR);
69b55c55 1782 }
1783 //
1784 Double_t chi2ZT2=0, chi2ZTC=0;
1785 for (Int_t iLayer=0; iLayer<6;iLayer++){
c6f438c0 1786 if (cseed[iLayer].IsOK()){
69b55c55 1787 Double_t zT2 = rpolz0+rpolz1*(xcl[iLayer] - xref2);
1788 Double_t zTC = polz0c+polz1c*(xcl[iLayer] - xref2);
1789 chi2ZT2 += TMath::Abs(cseed[iLayer].fMeanz-zT2);
1790 chi2ZTC += TMath::Abs(cseed[iLayer].fMeanz-zTC);
1791 }
1792 }
1793 chi2ZT2/=TMath::Max((nlayers-3.),1.);
1794 chi2ZTC/=TMath::Max((nlayers-3.),1.);
1795 //
1796 //
1797 //
1798 AliTRDseed::FitRiemanTilt(cseed, kTRUE);
1799 Float_t sumdaf = 0;
1800 for (Int_t iLayer=0;iLayer<6;iLayer++){
c6f438c0 1801 if (cseed[iLayer].IsOK())
69b55c55 1802 sumdaf += TMath::Abs((cseed[iLayer].fYfit[1]-cseed[iLayer].fYref[1])/cseed[iLayer].fSigmaY2);
1803 }
1804 sumdaf /= Float_t (nlayers-2.);
1805 //
1806 // likelihoods for full track
1807 //
1808 Double_t likezf = TMath::Exp(-chi2ZF*0.14);
1809 Double_t likechi2C = TMath::Exp(-chi2TC*0.677);
1810 Double_t likechi2TR = TMath::Exp(-chi2TR*0.78);
1811 Double_t likeaf = TMath::Exp(-sumdaf*3.23);
1812 seedquality2[registered] = likezf*likechi2TR*likeaf;
1813// Bool_t isGold = kFALSE;
1814//
1815// if (nlayers == 6 && TMath::Log(0.000000001+seedquality2[index])<-5.) isGold =kTRUE; // gold
1816// if (nlayers == findable && TMath::Log(0.000000001+seedquality2[index])<-4.) isGold =kTRUE; // gold
1817// if (isGold &&nusedf<10){
1818// for (Int_t jLayer=0;jLayer<6;jLayer++){
c6f438c0 1819// if ( seed[index][jLayer].IsOK()&&TMath::Abs(seed[index][jLayer].fYfit[1]-seed[index][jLayer].fYfit[1])<0.1)
69b55c55 1820// seed[index][jLayer].UseClusters(); //sign gold
1821// }
1822// }
1823 //
1824 //
1825 //
1826 Int_t index0=0;
c6f438c0 1827 if (!cseed[0].IsOK()){
69b55c55 1828 index0 = 1;
c6f438c0 1829 if (!cseed[1].IsOK()) index0 = 2;
69b55c55 1830 }
1831 seedparams[registered][0] = cseed[index0].fX0;
1832 seedparams[registered][1] = cseed[index0].fYref[0];
1833 seedparams[registered][2] = cseed[index0].fZref[0];
c6f438c0 1834 seedparams[registered][5] = cR;
1835 seedparams[registered][3] = cseed[index0].fX0*cR - TMath::Sin(TMath::ATan(cseed[0].fYref[1]));
69b55c55 1836 seedparams[registered][4] = cseed[index0].fZref[1]/
1837 TMath::Sqrt(1+cseed[index0].fYref[1]*cseed[index0].fYref[1]);
1838 seedparams[registered][6] = ns;
1839 //
1840 //
1841 Int_t labels[12], outlab[24];
1842 Int_t nlab=0;
1843 for (Int_t iLayer=0;iLayer<6;iLayer++){
c6f438c0 1844 if (!cseed[iLayer].IsOK()) continue;
69b55c55 1845 if (cseed[iLayer].fLabels[0]>=0) {
1846 labels[nlab] = cseed[iLayer].fLabels[0];
1847 nlab++;
1848 }
1849 if (cseed[iLayer].fLabels[1]>=0) {
1850 labels[nlab] = cseed[iLayer].fLabels[1];
1851 nlab++;
1852 }
1853 }
1854 Freq(nlab,labels,outlab,kFALSE);
1855 Int_t label = outlab[0];
1856 Int_t frequency = outlab[1];
1857 for (Int_t iLayer=0;iLayer<6;iLayer++){
1858 cseed[iLayer].fFreq = frequency;
c6f438c0 1859 cseed[iLayer].fC = cR;
1860 cseed[iLayer].fCC = cC;
69b55c55 1861 cseed[iLayer].fChi2 = chi2TR;
1862 cseed[iLayer].fChi2Z = chi2ZF;
1863 }
1864 //
1865 if (1||(!isFake)){ //debugging print
1866 Float_t zvertex = GetZ();
1867 TTreeSRedirector& cstream = *fDebugStreamer;
d337ef8d 1868 if (AliTRDReconstructor::StreamLevel()>0)
69b55c55 1869 cstream<<"Seeds1"<<
1870 "isFake="<<isFake<<
1871 "Vertex="<<zvertex<<
1872 "Rieman2.="<<&rieman2<<
1873 "Rieman.="<<&rieman<<
1874 "Xref="<<xref<<
1875 "X0="<<xcl[0]<<
1876 "X1="<<xcl[1]<<
1877 "X2="<<xcl[2]<<
1878 "X3="<<xcl[3]<<
1879 "X4="<<xcl[4]<<
1880 "X5="<<xcl[5]<<
1881 "Chi2R="<<chi2R<<
1882 "Chi2Z="<<chi2Z<<
1883 "Chi2RF="<<chi2RF<< //chi2 of trackletes on full track
1884 "Chi2ZF="<<chi2ZF<< //chi2 z on tracklets on full track
1885 "Chi2ZT2="<<chi2ZT2<< //chi2 z on tracklets on full track - rieman tilt
1886 "Chi2ZTC="<<chi2ZTC<< //chi2 z on tracklets on full track - rieman tilt const
1887 //
1888 "Chi2TR="<<chi2TR<< //chi2 without vertex constrain
1889 "Chi2TC="<<chi2TC<< //chi2 with vertex constrain
1890 "C="<<curv<< // non constrained - no tilt correction
1891 "DR="<<dR<< // DR parameter - tilt correction
1892 "DCA="<<dca<< // DCA - tilt correction
c6f438c0 1893 "CR="<<cR<< // non constrained curvature - tilt correction
1894 "CC="<<cC<< // constrained curvature
69b55c55 1895 "Polz0="<<polz0c<<
1896 "Polz1="<<polz1c<<
1897 "RPolz0="<<rpolz0<<
1898 "RPolz1="<<rpolz1<<
1899 "Ncl="<<nclusters<<
1900 "Nlayers="<<nlayers<<
1901 "NUsedS="<<nusedCl<<
1902 "NUsed="<<nusedf<<
1903 "Findable="<<findable<<
1904 "Like="<<like<<
1905 "LikePrim="<<likePrim<<
1906 "Likechi2C="<<likechi2C<<
1907 "Likechi2TR="<<likechi2TR<<
1908 "Likezf="<<likezf<<
1909 "LikeF="<<seedquality2[registered]<<
1910 "S0.="<<&cseed[0]<<
1911 "S1.="<<&cseed[1]<<
1912 "S2.="<<&cseed[2]<<
1913 "S3.="<<&cseed[3]<<
1914 "S4.="<<&cseed[4]<<
1915 "S5.="<<&cseed[5]<<
1916 "SB0.="<<&seedb[0]<<
1917 "SB1.="<<&seedb[1]<<
1918 "SB2.="<<&seedb[2]<<
1919 "SB3.="<<&seedb[3]<<
1920 "SB4.="<<&seedb[4]<<
1921 "SB5.="<<&seedb[5]<<
1922 "Label="<<label<<
1923 "Freq="<<frequency<<
1924 "sLayer="<<sLayer<<
1925 "\n";
1926 }
c6f438c0 1927 if (registered<kMaxSeed-1) {
69b55c55 1928 registered++;
1929 cseed = seed[registered];
1930 }
1931 }// end of loop over layer 1
1932 } // end of loop over layer 0
1933 } // end of loop over layer 3
1934 } // end of loop over seeding time bins
1935 //
1936 // choos best
1937 //
1938 TMath::Sort(registered,seedquality2,sort,kTRUE);
c6f438c0 1939 Bool_t signedseed[kMaxSeed];
69b55c55 1940 for (Int_t i=0;i<registered;i++){
1941 signedseed[i]= kFALSE;
1942 }
1943 for (Int_t iter=0; iter<5; iter++){
1944 for (Int_t iseed=0;iseed<registered;iseed++){
1945 Int_t index = sort[iseed];
1946 if (signedseed[index]) continue;
1947 Int_t labelsall[1000];
1948 Int_t nlabelsall=0;
1949 Int_t naccepted=0;;
1950 Int_t sLayer = seedlayer[index];
1951 Int_t ncl = 0;
1952 Int_t nused = 0;
1953 Int_t nlayers =0;
1954 Int_t findable = 0;
1955 for (Int_t jLayer=0;jLayer<6;jLayer++){
1956 if (TMath::Abs(seed[index][jLayer].fYref[0]/xcl[jLayer])<0.15)
1957 findable++;
c6f438c0 1958 if (seed[index][jLayer].IsOK()){
69b55c55 1959 seed[index][jLayer].UpdateUsed();
1960 ncl +=seed[index][jLayer].fN2;
1961 nused +=seed[index][jLayer].fNUsed;
1962 nlayers++;
1963 //cooking label
1964 for (Int_t itime=0;itime<25;itime++){
1965 if (seed[index][jLayer].fUsable[itime]){
1966 naccepted++;
1967 for (Int_t ilab=0;ilab<3;ilab++){
1968 Int_t tindex = seed[index][jLayer].fClusters[itime]->GetLabel(ilab);
1969 if (tindex>=0){
1970 labelsall[nlabelsall] = tindex;
1971 nlabelsall++;
1972 }
1973 }
1974 }
1975 }
1976 }
1977 }
7ad19338 1978 //
69b55c55 1979 if (nused>30) continue;
7ad19338 1980 //
69b55c55 1981 if (iter==0){
1982 if (nlayers<6) continue;
1983 if (TMath::Log(0.000000001+seedquality2[index])<-5.) continue; // gold
1984 }
1985 //
1986 if (iter==1){
1987 if (nlayers<findable) continue;
1988 if (TMath::Log(0.000000001+seedquality2[index])<-4.) continue; //
7ad19338 1989 }
7ad19338 1990 //
7ad19338 1991 //
69b55c55 1992 if (iter==2){
1993 if (nlayers==findable || nlayers==6) continue;
1994 if (TMath::Log(0.000000001+seedquality2[index])<-6.) continue;
1995 }
7ad19338 1996 //
69b55c55 1997 if (iter==3){
1998 if (TMath::Log(0.000000001+seedquality2[index])<-5.) continue;
1999 }
7ad19338 2000 //
69b55c55 2001 if (iter==4){
2002 if (TMath::Log(0.000000001+seedquality2[index])-nused/(nlayers-3.)<-15.) continue;
2003 }
7ad19338 2004 //
69b55c55 2005 signedseed[index] = kTRUE;
2006 //
2007 Int_t labels[1000], outlab[1000];
2008 Int_t nlab=0;
2009 for (Int_t iLayer=0;iLayer<6;iLayer++){
c6f438c0 2010 if (seed[index][iLayer].IsOK()){
69b55c55 2011 if (seed[index][iLayer].fLabels[0]>=0) {
2012 labels[nlab] = seed[index][iLayer].fLabels[0];
2013 nlab++;
2014 }
2015 if (seed[index][iLayer].fLabels[1]>=0) {
2016 labels[nlab] = seed[index][iLayer].fLabels[1];
2017 nlab++;
2018 }
2019 }
7ad19338 2020 }
69b55c55 2021 Freq(nlab,labels,outlab,kFALSE);
2022 Int_t label = outlab[0];
2023 Int_t frequency = outlab[1];
2024 Freq(nlabelsall,labelsall,outlab,kFALSE);
2025 Int_t label1 = outlab[0];
2026 Int_t label2 = outlab[2];
2027 Float_t fakeratio = (naccepted-outlab[1])/Float_t(naccepted);
2028 Float_t ratio = Float_t(nused)/Float_t(ncl);
2029 if (ratio<0.25){
2030 for (Int_t jLayer=0;jLayer<6;jLayer++){
c6f438c0 2031 if ( seed[index][jLayer].IsOK()&&TMath::Abs(seed[index][jLayer].fYfit[1]-seed[index][jLayer].fYfit[1])<0.2 )
69b55c55 2032 seed[index][jLayer].UseClusters(); //sign gold
2033 }
7ad19338 2034 }
2035 //
69b55c55 2036 Int_t eventNr = esd->GetEventNumber();
2037 TTreeSRedirector& cstream = *fDebugStreamer;
2038 //
2039 // register seed
2040 //
2041 AliTRDtrack * track = RegisterSeed(seed[index],seedparams[index]);
2042 AliTRDtrack dummy;
2043 if (!track) track=&dummy;
2044 else{
2045 AliESDtrack esdtrack;
2046 esdtrack.UpdateTrackParams(track, AliESDtrack::kTRDout);
2047 esdtrack.SetLabel(label);
2048 esd->AddTrack(&esdtrack);
7ad19338 2049 TTreeSRedirector& cstream = *fDebugStreamer;
d337ef8d 2050 if (AliTRDReconstructor::StreamLevel()>0)
2051 cstream<<"Tracks"<<
2052 "EventNr="<<eventNr<<
2053 "ESD.="<<&esdtrack<<
2054 "trd.="<<track<<
2055 "trdback.="<<track<<
2056 "\n";
7ad19338 2057 }
d337ef8d 2058 if (AliTRDReconstructor::StreamLevel()>0)
2059 cstream<<"Seeds2"<<
69b55c55 2060 "Iter="<<iter<<
2061 "Track.="<<track<<
2062 "Like="<<seedquality[index]<<
2063 "LikeF="<<seedquality2[index]<<
2064 "S0.="<<&seed[index][0]<<
2065 "S1.="<<&seed[index][1]<<
2066 "S2.="<<&seed[index][2]<<
2067 "S3.="<<&seed[index][3]<<
2068 "S4.="<<&seed[index][4]<<
2069 "S5.="<<&seed[index][5]<<
2070 "Label="<<label<<
2071 "Label1="<<label1<<
2072 "Label2="<<label2<<
2073 "FakeRatio="<<fakeratio<<
2074 "Freq="<<frequency<<
2075 "Ncl="<<ncl<<
2076 "Nlayers="<<nlayers<<
2077 "Findable="<<findable<<
2078 "NUsed="<<nused<<
2079 "sLayer="<<sLayer<<
2080 "EventNr="<<eventNr<<
2081 "\n";
7ad19338 2082 }
2083 }
69b55c55 2084 } // end of loop over sectors
2085 delete [] pseed;
2086}
2087
5443e65e 2088//_____________________________________________________________________________
b7a0917f 2089Int_t AliTRDtracker::ReadClusters(TObjArray *array, TTree *ClusterTree) const
5443e65e 2090{
2091 //
a819a5f7 2092 // Reads AliTRDclusters (option >= 0) or AliTRDrecPoints (option < 0)
2093 // from the file. The names of the cluster tree and branches
2094 // should match the ones used in AliTRDclusterizer::WriteClusters()
2095 //
4f1c04d3 2096 Int_t nsize = Int_t(ClusterTree->GetTotBytes()/(sizeof(AliTRDcluster)));
2097 TObjArray *clusterArray = new TObjArray(nsize+1000);
5443e65e 2098
c630aafd 2099 TBranch *branch=ClusterTree->GetBranch("TRDcluster");
2100 if (!branch) {
2101 Error("ReadClusters","Can't get the branch !");
2102 return 1;
2103 }
029cd327 2104 branch->SetAddress(&clusterArray);
5443e65e 2105
2106 Int_t nEntries = (Int_t) ClusterTree->GetEntries();
19dd5b2f 2107 // printf("found %d entries in %s.\n",nEntries,ClusterTree->GetName());
a819a5f7 2108
a819a5f7 2109 // Loop through all entries in the tree
eb187bed 2110 Int_t nbytes = 0;
a819a5f7 2111 AliTRDcluster *c = 0;
7bed16a7 2112 // printf("\n");
a819a5f7 2113 for (Int_t iEntry = 0; iEntry < nEntries; iEntry++) {
2114
2115 // Import the tree
5443e65e 2116 nbytes += ClusterTree->GetEvent(iEntry);
2117
a819a5f7 2118 // Get the number of points in the detector
029cd327 2119 Int_t nCluster = clusterArray->GetEntriesFast();
e24ea474 2120// printf("\r Read %d clusters from entry %d", nCluster, iEntry);
5443e65e 2121
a819a5f7 2122 // Loop through all TRD digits
2123 for (Int_t iCluster = 0; iCluster < nCluster; iCluster++) {
029cd327 2124 c = (AliTRDcluster*)clusterArray->UncheckedAt(iCluster);
4f1c04d3 2125 AliTRDcluster *co = c;
a819a5f7 2126 array->AddLast(co);
4f1c04d3 2127 // delete clusterArray->RemoveAt(iCluster);
2128 clusterArray->RemoveAt(iCluster);
a819a5f7 2129 }
2130 }
7c1698cb 2131// cout<<"Allocated"<<nsize<<"\tLoaded"<<array->GetEntriesFast()<<"\n";
a819a5f7 2132
029cd327 2133 delete clusterArray;
5443e65e 2134
c630aafd 2135 return 0;
a819a5f7 2136}
2137
3551db50 2138//__________________________________________________________________
2139Bool_t AliTRDtracker::GetTrackPoint(Int_t index, AliTrackPoint& p) const
2140{
2141 //
2142 // Get track space point with index i
2143 // Origin: C.Cheshkov
2144 //
2145
2146 AliTRDcluster *cl = (AliTRDcluster*)fClusters->UncheckedAt(index);
2147 Int_t idet = cl->GetDetector();
2148 Int_t isector = fGeom->GetSector(idet);
2149 Int_t ichamber= fGeom->GetChamber(idet);
2150 Int_t iplan = fGeom->GetPlane(idet);
2151 Double_t local[3];
2152 local[0]=GetX(isector,iplan,cl->GetLocalTimeBin());
2153 local[1]=cl->GetY();
2154 local[2]=cl->GetZ();
2155 Double_t global[3];
2156 fGeom->RotateBack(idet,local,global);
2157 p.SetXYZ(global[0],global[1],global[2]);
2158 AliAlignObj::ELayerID iLayer = AliAlignObj::kTRD1;
2159 switch (iplan) {
2160 case 0:
2161 iLayer = AliAlignObj::kTRD1;
2162 break;
2163 case 1:
2164 iLayer = AliAlignObj::kTRD2;
2165 break;
2166 case 2:
2167 iLayer = AliAlignObj::kTRD3;
2168 break;
2169 case 3:
2170 iLayer = AliAlignObj::kTRD4;
2171 break;
2172 case 4:
2173 iLayer = AliAlignObj::kTRD5;
2174 break;
2175 case 5:
2176 iLayer = AliAlignObj::kTRD6;
2177 break;
2178 };
2179 Int_t modId = isector*fGeom->Ncham()+ichamber;
2180 UShort_t volid = AliAlignObj::LayerToVolUID(iLayer,modId);
2181 p.SetVolumeID(volid);
2182
2183 return kTRUE;
2184
2185}
2186
46d29e70 2187//__________________________________________________________________
029cd327 2188void AliTRDtracker::CookLabel(AliKalmanTrack* pt, Float_t wrong) const
2189{
2190 //
2191 // This cooks a label. Mmmmh, smells good...
2192 //
46d29e70 2193
2194 Int_t label=123456789, index, i, j;
5443e65e 2195 Int_t ncl=pt->GetNumberOfClusters();
029cd327 2196 const Int_t kRange = fTrSec[0]->GetOuterTimeBin()+1;
5443e65e 2197
029cd327 2198 Bool_t labelAdded;
46d29e70 2199
029cd327 2200 // Int_t s[kRange][2];
2201 Int_t **s = new Int_t* [kRange];
2202 for (i=0; i<kRange; i++) {
d1b06c24 2203 s[i] = new Int_t[2];
2204 }
029cd327 2205 for (i=0; i<kRange; i++) {
46d29e70 2206 s[i][0]=-1;
2207 s[i][1]=0;
2208 }
2209
2210 Int_t t0,t1,t2;
2211 for (i=0; i<ncl; i++) {
5443e65e 2212 index=pt->GetClusterIndex(i);
46d29e70 2213 AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(index);
5443e65e 2214 t0=c->GetLabel(0);
2215 t1=c->GetLabel(1);
2216 t2=c->GetLabel(2);
46d29e70 2217 }
2218
2219 for (i=0; i<ncl; i++) {
5443e65e 2220 index=pt->GetClusterIndex(i);
46d29e70 2221 AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(index);
2222 for (Int_t k=0; k<3; k++) {
5443e65e 2223 label=c->GetLabel(k);
029cd327 2224 labelAdded=kFALSE; j=0;
46d29e70 2225 if (label >= 0) {
029cd327 2226 while ( (!labelAdded) && ( j < kRange ) ) {
a9814c09 2227 if (s[j][0]==label || s[j][1]==0) {
2228 s[j][0]=label;
2229 s[j][1]=s[j][1]+1;
029cd327 2230 labelAdded=kTRUE;
a9814c09 2231 }
2232 j++;
2233 }
46d29e70 2234 }
2235 }
2236 }
2237
46d29e70 2238 Int_t max=0;
2239 label = -123456789;
2240
029cd327 2241 for (i=0; i<kRange; i++) {
46d29e70 2242 if (s[i][1]>max) {
2243 max=s[i][1]; label=s[i][0];
2244 }
2245 }
5443e65e 2246
029cd327 2247 for (i=0; i<kRange; i++) {
5443e65e 2248 delete []s[i];
2249 }
2250
d1b06c24 2251 delete []s;
5443e65e 2252
2253 if ((1.- Float_t(max)/ncl) > wrong) label=-label;
2254
2255 pt->SetLabel(label);
2256
46d29e70 2257}
2258
c630aafd 2259
5443e65e 2260//__________________________________________________________________
029cd327 2261void AliTRDtracker::UseClusters(const AliKalmanTrack* t, Int_t from) const
2262{
2263 //
2264 // Use clusters, but don't abuse them!
2265 //
69b55c55 2266 const Float_t kmaxchi2 =18;
2267 const Float_t kmincl =10;
2268 AliTRDtrack * track = (AliTRDtrack*)t;
2269 //
5443e65e 2270 Int_t ncl=t->GetNumberOfClusters();
2271 for (Int_t i=from; i<ncl; i++) {
2272 Int_t index = t->GetClusterIndex(i);
2273 AliTRDcluster *c=(AliTRDcluster*)fClusters->UncheckedAt(index);
69b55c55 2274 //
2275 Int_t iplane = fGeom->GetPlane(c->GetDetector());
2276 if (track->fTracklets[iplane].GetChi2()>kmaxchi2) continue;
2277 if (track->fTracklets[iplane].GetN()<kmincl) continue;
2278 if (!(c->IsUsed())) c->Use();
5443e65e 2279 }
2280}
2281
2282
2283//_____________________________________________________________________
029cd327 2284Double_t AliTRDtracker::ExpectedSigmaY2(Double_t , Double_t , Double_t ) const
5443e65e 2285{
2286 // Parametrised "expected" error of the cluster reconstruction in Y
2287
2288 Double_t s = 0.08 * 0.08;
2289 return s;
2290}
2291
2292//_____________________________________________________________________
029cd327 2293Double_t AliTRDtracker::ExpectedSigmaZ2(Double_t , Double_t ) const
0a29d0f1 2294{
5443e65e 2295 // Parametrised "expected" error of the cluster reconstruction in Z
2296
a9814c09 2297 Double_t s = 9 * 9 /12.;
5443e65e 2298 return s;
2299}
2300
5443e65e 2301//_____________________________________________________________________
029cd327 2302Double_t AliTRDtracker::GetX(Int_t sector, Int_t plane, Int_t localTB) const
5443e65e 2303{
2304 //
029cd327 2305 // Returns radial position which corresponds to time bin <localTB>
5443e65e 2306 // in tracking sector <sector> and plane <plane>
2307 //
2308
029cd327 2309 Int_t index = fTrSec[sector]->CookTimeBinIndex(plane, localTB);
5443e65e 2310 Int_t pl = fTrSec[sector]->GetLayerNumber(index);
2311 return fTrSec[sector]->GetLayer(pl)->GetX();
2312
2313}
2314
c630aafd 2315
5443e65e 2316//_______________________________________________________
2317AliTRDtracker::AliTRDpropagationLayer::AliTRDpropagationLayer(Double_t x,
59393e34 2318 Double_t dx, Double_t rho, Double_t radLength, Int_t tbIndex, Int_t plane)
5443e65e 2319{
0a29d0f1 2320 //
5443e65e 2321 // AliTRDpropagationLayer constructor
0a29d0f1 2322 //
46d29e70 2323
029cd327 2324 fN = 0; fX = x; fdX = dx; fRho = rho; fX0 = radLength;
2325 fClusters = NULL; fIndex = NULL; fTimeBinIndex = tbIndex;
59393e34 2326 fPlane = plane;
46d29e70 2327
029cd327 2328 for(Int_t i=0; i < (Int_t) kZones; i++) {
5443e65e 2329 fZc[i]=0; fZmax[i] = 0;
a819a5f7 2330 }
5443e65e 2331
2332 fYmax = 0;
2333
2334 if(fTimeBinIndex >= 0) {
029cd327 2335 fClusters = new AliTRDcluster*[kMaxClusterPerTimeBin];
2336 fIndex = new UInt_t[kMaxClusterPerTimeBin];
a819a5f7 2337 }
46d29e70 2338
3c625a9b 2339 for (Int_t i=0;i<5;i++) fIsHole[i] = kFALSE;
5443e65e 2340 fHole = kFALSE;
2341 fHoleZc = 0;
2342 fHoleZmax = 0;
2343 fHoleYc = 0;
2344 fHoleYmax = 0;
2345 fHoleRho = 0;
2346 fHoleX0 = 0;
2347
2348}
2349
2350//_______________________________________________________
2351void AliTRDtracker::AliTRDpropagationLayer::SetHole(
a9814c09 2352 Double_t Zmax, Double_t Ymax, Double_t rho,
029cd327 2353 Double_t radLength, Double_t Yc, Double_t Zc)
5443e65e 2354{
2355 //
2356 // Sets hole in the layer
2357 //
5443e65e 2358 fHole = kTRUE;
2359 fHoleZc = Zc;
2360 fHoleZmax = Zmax;
2361 fHoleYc = Yc;
2362 fHoleYmax = Ymax;
2363 fHoleRho = rho;
029cd327 2364 fHoleX0 = radLength;
5443e65e 2365}
2366
46d29e70 2367
5443e65e 2368//_______________________________________________________
59393e34 2369AliTRDtracker::AliTRDtrackingSector::AliTRDtrackingSector(AliTRDgeometry* geo, Int_t gs)
5443e65e 2370{
2371 //
2372 // AliTRDtrackingSector Constructor
2373 //
a5cadd36 2374 AliTRDpadPlane *padPlane = 0;
2375
5443e65e 2376 fGeom = geo;
5443e65e 2377 fGeomSector = gs;
5443e65e 2378 fN = 0;
3c625a9b 2379 //
2380 // get holes description from geometry
2381 Bool_t holes[AliTRDgeometry::kNcham];
2382 //printf("sector\t%d\t",gs);
2383 for (Int_t icham=0; icham<AliTRDgeometry::kNcham;icham++){
2384 holes[icham] = fGeom->IsHole(0,icham,gs);
2385 //printf("%d",holes[icham]);
2386 }
2387 //printf("\n");
2388
029cd327 2389 for(UInt_t i=0; i < kMaxTimeBinIndex; i++) fTimeBinIndex[i] = -1;
5443e65e 2390
2391
2392 AliTRDpropagationLayer* ppl;
2393
59393e34 2394 Double_t x, dx, rho, radLength;
2395 // Int_t steps;
5443e65e 2396
2397 // add layers for each of the planes
5443e65e 2398 Double_t dxAmp = (Double_t) fGeom->CamHght(); // Amplification region
a305677e 2399 //Double_t dxDrift = (Double_t) fGeom->CdrHght(); // Drift region
5443e65e 2400
a305677e 2401 Int_t tbIndex;
029cd327 2402 const Int_t kNchambers = AliTRDgeometry::Ncham();
3c625a9b 2403 Double_t ymax = 0;
3c625a9b 2404 Double_t ymaxsensitive=0;
029cd327 2405 Double_t *zc = new Double_t[kNchambers];
2406 Double_t *zmax = new Double_t[kNchambers];
3c625a9b 2407 Double_t *zmaxsensitive = new Double_t[kNchambers];
5443e65e 2408
3551db50 2409 AliTRDCommonParam* commonParam = AliTRDCommonParam::Instance();
2410 if (!commonParam)
2411 {
2412 printf("<AliTRDtracker::AliTRDtrackingSector::AliTRDtrackingSector> ");
2413 printf("Could not get common params\n");
2414 return;
2415 }
2416
5443e65e 2417 for(Int_t plane = 0; plane < AliTRDgeometry::Nplan(); plane++) {
5443e65e 2418
3c625a9b 2419 ymax = fGeom->GetChamberWidth(plane)/2.;
a5cadd36 2420 // Modidified for new pad plane class, 22.04.05 (C.B.)
3551db50 2421 padPlane = commonParam->GetPadPlane(plane,0);
59393e34 2422 ymaxsensitive = (padPlane->GetColSize(1)*padPlane->GetNcols()-4)/2.;
029cd327 2423 for(Int_t ch = 0; ch < kNchambers; ch++) {
2424 zmax[ch] = fGeom->GetChamberLength(plane,ch)/2;
a5cadd36 2425 //
2426 // Modidified for new pad plane class, 22.04.05 (C.B.)
a5cadd36 2427 Float_t pad = padPlane->GetRowSize(1);
3551db50 2428 Float_t row0 = commonParam->GetRow0(plane,ch,0);
2429 Int_t nPads = commonParam->GetRowMax(plane,ch,0);
857b3eb0 2430 zmaxsensitive[ch] = Float_t(nPads)*pad/2.;
7ad19338 2431 zc[ch] = -(pad * nPads)/2 + row0;
5443e65e 2432 }
2433
59393e34 2434 dx = AliTRDcalibDB::Instance()->GetVdrift(0,0,0)
3551db50 2435 / AliTRDcalibDB::Instance()->GetSamplingFrequency();
029cd327 2436 rho = 0.00295 * 0.85; radLength = 11.0;
5443e65e 2437
3551db50 2438 Double_t x0 = (Double_t) AliTRDgeometry::GetTime0(plane);
a305677e 2439 //Double_t xbottom = x0 - dxDrift;
2440 //Double_t xtop = x0 + dxAmp;
3c625a9b 2441 //
59393e34 2442 Int_t nTimeBins = AliTRDcalibDB::Instance()->GetNumberOfTimeBins();
2443 for (Int_t iTime = 0; iTime<nTimeBins; iTime++){
2444 Double_t xlayer = iTime*dx - dxAmp;
2445 //if (xlayer<0) xlayer=dxAmp/2.;
2446 x = x0 - xlayer;
2447 //
2448 tbIndex = CookTimeBinIndex(plane, iTime);
2449 ppl = new AliTRDpropagationLayer(x,dx,rho,radLength,tbIndex, plane);
3c625a9b 2450 ppl->SetYmax(ymax,ymaxsensitive);
2451 ppl->SetZ(zc, zmax, zmaxsensitive);
2452 ppl->SetHoles(holes);
59393e34 2453 InsertLayer(ppl);
5443e65e 2454 }
2455 }
2456
5443e65e 2457 MapTimeBinLayers();
029cd327 2458 delete [] zc;
2459 delete [] zmax;
4f1c04d3 2460 delete [] zmaxsensitive;
5443e65e 2461
2462}
2463
2464//______________________________________________________
2465
029cd327 2466Int_t AliTRDtracker::AliTRDtrackingSector::CookTimeBinIndex(Int_t plane, Int_t localTB) const
5443e65e 2467{
2468 //
2469 // depending on the digitization parameters calculates "global"
029cd327 2470 // time bin index for timebin <localTB> in plane <plane>
5443e65e 2471 //
59393e34 2472 //
2473 Int_t tbPerPlane = AliTRDcalibDB::Instance()->GetNumberOfTimeBins();
7b580082 2474 Int_t gtb = (plane+1) * tbPerPlane - localTB -1;
59393e34 2475 if (localTB<0) return -1;
2476 if (gtb<0) return -1;
5443e65e 2477 return gtb;
5443e65e 2478}
2479
2480//______________________________________________________
2481
2482void AliTRDtracker::AliTRDtrackingSector::MapTimeBinLayers()
2483{
2484 //
2485 // For all sensitive time bins sets corresponding layer index
2486 // in the array fTimeBins
2487 //
2488
2489 Int_t index;
2490
2491 for(Int_t i = 0; i < fN; i++) {
2492 index = fLayers[i]->GetTimeBinIndex();
2493
2494 // printf("gtb %d -> pl %d -> x %f \n", index, i, fLayers[i]->GetX());
2495
2496 if(index < 0) continue;
029cd327 2497 if(index >= (Int_t) kMaxTimeBinIndex) {
5443e65e 2498 printf("*** AliTRDtracker::MapTimeBinLayers: \n");
2499 printf(" index %d exceeds allowed maximum of %d!\n",
029cd327 2500 index, kMaxTimeBinIndex-1);
5443e65e 2501 continue;
2502 }
2503 fTimeBinIndex[index] = i;
2504 }
5443e65e 2505}
2506
2507
2508//______________________________________________________
2509
2510
2511Int_t AliTRDtracker::AliTRDtrackingSector::GetLayerNumber(Double_t x) const
2512{
2513 //
2514 // Returns the number of time bin which in radial position is closest to <x>
2515 //
2516
2517 if(x >= fLayers[fN-1]->GetX()) return fN-1;
2518 if(x <= fLayers[0]->GetX()) return 0;
2519
2520 Int_t b=0, e=fN-1, m=(b+e)/2;
2521 for (; b<e; m=(b+e)/2) {
2522 if (x > fLayers[m]->GetX()) b=m+1;
2523 else e=m;
2524 }
2525 if(TMath::Abs(x - fLayers[m]->GetX()) >
2526 TMath::Abs(x - fLayers[m+1]->GetX())) return m+1;
2527 else return m;
2528
2529}
2530
2531//______________________________________________________
2532
2533Int_t AliTRDtracker::AliTRDtrackingSector::GetInnerTimeBin() const
2534{
2535 //
2536 // Returns number of the innermost SENSITIVE propagation layer
2537 //
2538
2539 return GetLayerNumber(0);
2540}
2541
2542//______________________________________________________
2543
2544Int_t AliTRDtracker::AliTRDtrackingSector::GetOuterTimeBin() const
2545{
2546 //
2547 // Returns number of the outermost SENSITIVE time bin
2548 //
2549
2550 return GetLayerNumber(GetNumberOfTimeBins() - 1);
46d29e70 2551}
2552
5443e65e 2553//______________________________________________________
2554
2555Int_t AliTRDtracker::AliTRDtrackingSector::GetNumberOfTimeBins() const
2556{
2557 //
2558 // Returns number of SENSITIVE time bins
2559 //
2560
2561 Int_t tb, layer;
029cd327 2562 for(tb = kMaxTimeBinIndex-1; tb >=0; tb--) {
5443e65e 2563 layer = GetLayerNumber(tb);
2564 if(layer>=0) break;
2565 }
2566 return tb+1;
2567}
2568
2569//______________________________________________________
2570
2571void AliTRDtracker::AliTRDtrackingSector::InsertLayer(AliTRDpropagationLayer* pl)
2572{
2573 //
2574 // Insert layer <pl> in fLayers array.
2575 // Layers are sorted according to X coordinate.
2576
029cd327 2577 if ( fN == ((Int_t) kMaxLayersPerSector)) {
5443e65e 2578 printf("AliTRDtrackingSector::InsertLayer(): Too many layers !\n");
2579 return;
2580 }
2581 if (fN==0) {fLayers[fN++] = pl; return;}
2582 Int_t i=Find(pl->GetX());
2583
2584 memmove(fLayers+i+1 ,fLayers+i,(fN-i)*sizeof(AliTRDpropagationLayer*));
2585 fLayers[i]=pl; fN++;
2586
2587}
2588
2589//______________________________________________________
2590
2591Int_t AliTRDtracker::AliTRDtrackingSector::Find(Double_t x) const
2592{
2593 //
2594 // Returns index of the propagation layer nearest to X
2595 //
2596
2597 if (x <= fLayers[0]->GetX()) return 0;
2598 if (x > fLayers[fN-1]->GetX()) return fN;
2599 Int_t b=0, e=fN-1, m=(b+e)/2;
2600 for (; b<e; m=(b+e)/2) {
2601 if (x > fLayers[m]->GetX()) b=m+1;
2602 else e=m;
2603 }
2604 return m;
2605}
2606
7ad19338 2607
2608
2609
2610
3c625a9b 2611//______________________________________________________
2612void AliTRDtracker::AliTRDpropagationLayer::SetZ(Double_t* center, Double_t *w, Double_t *wsensitive )
2613{
2614 //
2615 // set centers and the width of sectors
2616 for (Int_t icham=0;icham< AliTRDgeometry::kNcham;icham++){
2617 fZc[icham] = center[icham];
2618 fZmax[icham] = w[icham];
2619 fZmaxSensitive[icham] = wsensitive[icham];
2620 // printf("chamber\t%d\tzc\t%f\tzmax\t%f\tzsens\t%f\n",icham,fZc[icham],fZmax[icham],fZmaxSensitive[icham]);
2621 }
2622}
5443e65e 2623//______________________________________________________
2624
3c625a9b 2625void AliTRDtracker::AliTRDpropagationLayer::SetHoles(Bool_t *holes)
2626{
2627 //
2628 // set centers and the width of sectors
2629 fHole = kFALSE;
2630 for (Int_t icham=0;icham< AliTRDgeometry::kNcham;icham++){
2631 fIsHole[icham] = holes[icham];
2632 if (holes[icham]) fHole = kTRUE;
2633 }
2634}
2635
2636
2637
3c625a9b 2638
2639
5443e65e 2640//______________________________________________________
2641
2642void AliTRDtracker::AliTRDpropagationLayer::InsertCluster(AliTRDcluster* c,
a9814c09 2643 UInt_t index) {
5443e65e 2644
2645// Insert cluster in cluster array.
2646// Clusters are sorted according to Y coordinate.
2647
2648 if(fTimeBinIndex < 0) {
2649 printf("*** attempt to insert cluster into non-sensitive time bin!\n");
2650 return;
2651 }
2652
029cd327 2653 if (fN== (Int_t) kMaxClusterPerTimeBin) {
5443e65e 2654 printf("AliTRDpropagationLayer::InsertCluster(): Too many clusters !\n");
2655 return;
2656 }
2657 if (fN==0) {fIndex[0]=index; fClusters[fN++]=c; return;}
2658 Int_t i=Find(c->GetY());
2659 memmove(fClusters+i+1 ,fClusters+i,(fN-i)*sizeof(AliTRDcluster*));
2660 memmove(fIndex +i+1 ,fIndex +i,(fN-i)*sizeof(UInt_t));
2661 fIndex[i]=index; fClusters[i]=c; fN++;
2662}
2663
2664//______________________________________________________
2665
69b55c55 2666Int_t AliTRDtracker::AliTRDpropagationLayer::Find(Float_t y) const {
5443e65e 2667
2668// Returns index of the cluster nearest in Y
2669
69b55c55 2670 if (fN<=0) return 0;
5443e65e 2671 if (y <= fClusters[0]->GetY()) return 0;
2672 if (y > fClusters[fN-1]->GetY()) return fN;
2673 Int_t b=0, e=fN-1, m=(b+e)/2;
2674 for (; b<e; m=(b+e)/2) {
2675 if (y > fClusters[m]->GetY()) b=m+1;
2676 else e=m;
2677 }
2678 return m;
2679}
2680
69b55c55 2681Int_t AliTRDtracker::AliTRDpropagationLayer::FindNearestCluster(Float_t y, Float_t z, Float_t maxroad, Float_t maxroadz) const
7ad19338 2682{
2683 //
2684 // Returns index of the cluster nearest to the given y,z
2685 //
2686 Int_t index = -1;
2687 Int_t maxn = fN;
69b55c55 2688 Float_t mindist = maxroad;
7ad19338 2689 //
2690 for (Int_t i=Find(y-maxroad); i<maxn; i++) {
2691 AliTRDcluster* c=(AliTRDcluster*)(fClusters[i]);
69b55c55 2692 Float_t ycl = c->GetY();
7ad19338 2693 //
69b55c55 2694 if (ycl > y+maxroad) break;
2695 if (TMath::Abs(c->GetZ()-z) > maxroadz) continue;
2696 if (TMath::Abs(ycl-y)<mindist){
2697 mindist = TMath::Abs(ycl-y);
2698 index = fIndex[i];
7ad19338 2699 }
2700 }
2701 return index;
2702}
2703
2704
fd621f36 2705//---------------------------------------------------------
5443e65e 2706
fd621f36 2707Double_t AliTRDtracker::GetTiltFactor(const AliTRDcluster* c) {
2708//
2709// Returns correction factor for tilted pads geometry
2710//
fd621f36 2711 Int_t det = c->GetDetector();
2712 Int_t plane = fGeom->GetPlane(det);
3551db50 2713 AliTRDpadPlane *padPlane = AliTRDCommonParam::Instance()->GetPadPlane(plane,0);
de4b10e5 2714 Double_t h01 = TMath::Tan(-TMath::Pi() / 180.0 * padPlane->GetTiltingAngle());
b8dc2353 2715
2716 if(fNoTilt) h01 = 0;
fd621f36 2717 return h01;
2718}
5443e65e 2719
c630aafd 2720
eab5961e 2721void AliTRDtracker::CookdEdxTimBin(AliTRDtrack& TRDtrack)
2722{
2723 // *** ADDED TO GET MORE INFORMATION FOR TRD PID ---- PS
2724 // This is setting fdEdxPlane and fTimBinPlane
2725 // Sums up the charge in each plane for track TRDtrack and also get the
2726 // Time bin for Max. Cluster
2727 // Prashant Shukla (shukla@physi.uni-heidelberg.de)
2728
f122c485 2729 Double_t clscharge[AliESDtrack::kNPlane], maxclscharge[AliESDtrack::kNPlane];
2730 Int_t nCluster[AliESDtrack::kNPlane], timebin[AliESDtrack::kNPlane];
eab5961e 2731
2732 //Initialization of cluster charge per plane.
f122c485 2733 for (Int_t iPlane = 0; iPlane < AliESDtrack::kNPlane; iPlane++) {
eab5961e 2734 clscharge[iPlane] = 0.0;
2735 nCluster[iPlane] = 0;
2736 timebin[iPlane] = -1;
2737 maxclscharge[iPlane] = 0.0;
2738 }
2739
2740 // Loop through all clusters associated to track TRDtrack
2741 Int_t nClus = TRDtrack.GetNumberOfClusters(); // from Kalmantrack
2742 for (Int_t iClus = 0; iClus < nClus; iClus++) {
2743 Double_t charge = TRDtrack.GetClusterdQdl(iClus);
2744 Int_t index = TRDtrack.GetClusterIndex(iClus);
c6f438c0 2745 AliTRDcluster *pTRDcluster = (AliTRDcluster *) GetCluster(index);
2746 if (!pTRDcluster) continue;
2747 Int_t tb = pTRDcluster->GetLocalTimeBin();
eab5961e 2748 if (!tb) continue;
c6f438c0 2749 Int_t detector = pTRDcluster->GetDetector();
eab5961e 2750 Int_t iPlane = fGeom->GetPlane(detector);
2751 clscharge[iPlane] = clscharge[iPlane]+charge;
2752 if(charge > maxclscharge[iPlane]) {
2753 maxclscharge[iPlane] = charge;
2754 timebin[iPlane] = tb;
2755 }
2756 nCluster[iPlane]++;
2757 } // end of loop over cluster
2758
2759 // Setting the fdEdxPlane and fTimBinPlane variabales
c6f438c0 2760 Double_t totalCharge = 0;
f122c485 2761 for (Int_t iPlane = 0; iPlane < AliESDtrack::kNPlane; iPlane++) {
bd50219c 2762 // Quality control of TRD track.
2763 if (nCluster[iPlane]<= 5) {
2764 clscharge[iPlane]=0.0;
2765 timebin[iPlane]=-1;
2766 }
eab5961e 2767 if (nCluster[iPlane]) clscharge[iPlane] /= nCluster[iPlane];
2768 TRDtrack.SetPIDsignals(clscharge[iPlane], iPlane);
2769 TRDtrack.SetPIDTimBin(timebin[iPlane], iPlane);
c6f438c0 2770 totalCharge= totalCharge+clscharge[iPlane];
eab5961e 2771 }
2772 // Int_t i;
2773 // Int_t nc=TRDtrack.GetNumberOfClusters();
2774 // Float_t dedx=0;
2775 // for (i=0; i<nc; i++) dedx += TRDtrack.GetClusterdQdl(i);
2776 // dedx /= nc;
2777 // for (Int_t iPlane = 0; iPlane < kNPlane; iPlane++) {
2778 // TRDtrack.SetPIDsignals(dedx, iPlane);
2779 // TRDtrack.SetPIDTimBin(timbin[iPlane], iPlane);
2780 // }
2781
2782} // end of function
2783
c630aafd 2784
7ad19338 2785Int_t AliTRDtracker::FindClusters(Int_t sector, Int_t t0, Int_t t1, AliTRDtrack * track, Int_t *clusters,AliTRDtracklet&tracklet)
4f1c04d3 2786{
2787 //
2788 //
2789 // try to find nearest clusters to the track in timebins from t0 to t1
2790 //
2791 //
7ad19338 2792 //
2793 // correction coeficients - depends on TRD parameters - to be changed according it
2794 //
2795
2796 Double_t x[100],yt[100],zt[100];
2797 Double_t xmean=0; //reference x
2798 Double_t dz[10][100],dy[10][100];
2799 Float_t zmean[100], nmean[100];
2800 Int_t clfound=0;
2801 Int_t indexes[10][100]; // indexes of the clusters in the road
2802 AliTRDcluster *cl[10][100]; // pointers to the clusters in the road
2803 Int_t best[10][100]; // index of best matching cluster
2804 //
2805 //
69b55c55 2806
8979685e 2807 for (Int_t it=0;it<=t1-t0; it++){
4f1c04d3 2808 x[it]=0;
2809 yt[it]=0;
2810 zt[it]=0;
7ad19338 2811 clusters[it+t0]=-2;
2812 zmean[it]=0;
2813 nmean[it]=0;
2814 //
2815 for (Int_t ih=0;ih<10;ih++){
2816 indexes[ih][it]=-2; //reset indexes1
2817 cl[ih][it]=0;
2818 dz[ih][it]=-100;
2819 dy[ih][it]=-100;
2820 best[ih][it]=0;
2821 }
4f1c04d3 2822 }
2823 //
2824 Double_t x0 = track->GetX();
69b55c55 2825 Double_t sigmaz = TMath::Sqrt(TMath::Abs(track->GetSigmaZ2()));
4f1c04d3 2826 Int_t nall=0;
2827 Int_t nfound=0;
7ad19338 2828 Double_t h01 =0;
2829 Int_t plane =-1;
c6f438c0 2830 Int_t detector =-1;
7ad19338 2831 Float_t padlength=0;
2832 AliTRDtrack track2(*track);
2833 Float_t snpy = track->GetSnp();
2834 Float_t tany = TMath::Sqrt(snpy*snpy/(1.-snpy*snpy));
2835 if (snpy<0) tany*=-1;
2836 //
2837 Double_t sy2=ExpectedSigmaY2(x0,track->GetTgl(),track->GetPt());
2838 Double_t sz2=ExpectedSigmaZ2(x0,track->GetTgl());
2839 Double_t road = 15.*sqrt(track->GetSigmaY2() + sy2);
2840 if (road>6.) road=6.;
4f1c04d3 2841
7ad19338 2842 //
2843 for (Int_t it=0;it<t1-t0;it++){
2844 Double_t maxChi2[2]={fgkMaxChi2,fgkMaxChi2};
2845 AliTRDpropagationLayer& timeBin=*(fTrSec[sector]->GetLayer(it+t0));
4f1c04d3 2846 if (timeBin==0) continue; // no indexes1
2847 Int_t maxn = timeBin;
2848 x[it] = timeBin.GetX();
7ad19338 2849 track2.PropagateTo(x[it]);
2850 yt[it] = track2.GetY();
2851 zt[it] = track2.GetZ();
2852
2853 Double_t y=yt[it],z=zt[it];
4f1c04d3 2854 Double_t chi2 =1000000;
2855 nall++;
2856 //
7ad19338 2857 // find 2 nearest cluster at given time bin
2858 //
2859 //
4f1c04d3 2860 for (Int_t i=timeBin.Find(y-road); i<maxn; i++) {
2861 AliTRDcluster* c=(AliTRDcluster*)(timeBin[i]);
7ad19338 2862 h01 = GetTiltFactor(c);
2863 if (plane<0){
c6f438c0 2864 Int_t det = c->GetDetector();
7ad19338 2865 plane = fGeom->GetPlane(det);
2866 padlength = TMath::Sqrt(c->GetSigmaZ2()*12.);
2867 }
2868 // if (c->GetLocalTimeBin()==0) continue;
4f1c04d3 2869 if (c->GetY() > y+road) break;
7ad19338 2870 if((c->GetZ()-z)*(c->GetZ()-z) > 12. * sz2) continue;
2871
2872 Double_t dist = TMath::Abs(c->GetZ()-z);
2873 if (dist> (0.5*padlength+6.*sigmaz)) continue; // 6 sigma boundary cut
2874 Double_t cost = 0;
2875 //
2876 if (dist> (0.5*padlength-sigmaz)){ // sigma boundary cost function
2877 cost = (dist-0.5*padlength)/(2.*sigmaz);
2878 if (cost>-1) cost= (cost+1.)*(cost+1.);
2879 else cost=0;
2880 }
2881 // Int_t label = TMath::Abs(track->GetLabel());
2882 // if (c->GetLabel(0)!=label && c->GetLabel(1)!=label&&c->GetLabel(2)!=label) continue;
2883 chi2=track2.GetPredictedChi2(c,h01)+cost;
2884 //
2885 clfound++;
2886 if (chi2 > maxChi2[1]) continue;
c6f438c0 2887 detector = c->GetDetector();
7ad19338 2888
2889 for (Int_t ih=2;ih<9; ih++){ //store the clusters in the road
2890 if (cl[ih][it]==0){
2891 cl[ih][it] = c;
2892 indexes[ih][it] =timeBin.GetIndex(i); // index - 9 - reserved for outliers
2893 break;
2894 }
4f1c04d3 2895 }
7ad19338 2896 //
2897 if (chi2 <maxChi2[0]){
2898 maxChi2[1] = maxChi2[0];
2899 maxChi2[0] = chi2;
2900 indexes[1][it] = indexes[0][it];
2901 cl[1][it] = cl[0][it];
2902 indexes[0][it] = timeBin.GetIndex(i);
2903 cl[0][it] = c;
2904 continue;
2905 }
2906 maxChi2[1]=chi2;
2907 cl[1][it] = c;
2908 indexes[1][it] =timeBin.GetIndex(i);
2909 }
2910 if (cl[0][it]){
2911 nfound++;
2912 xmean += x[it];
2913 }
4f1c04d3 2914 }
2915 //
7ad19338 2916 if (nfound<4) return 0;
2917 xmean /=Float_t(nfound); // middle x
2918 track2.PropagateTo(xmean); // propagate track to the center
4f1c04d3 2919 //
2920 // choose one of the variants
2921 //
7ad19338 2922 Int_t changes[10];
2923 Float_t sumz = 0;
2924 Float_t sum = 0;
2925 Double_t sumdy = 0;
2926 Double_t sumdy2 = 0;
2927 Double_t sumx = 0;
2928 Double_t sumxy = 0;
2929 Double_t sumx2 = 0;
2930 Double_t mpads = 0;
2931 //
2932 Int_t ngood[10];
2933 Int_t nbad[10];
2934 //
2935 Double_t meanz[10];
2936 Double_t moffset[10]; // mean offset
2937 Double_t mean[10]; // mean value
2938 Double_t angle[10]; // angle
2939 //
2940 Double_t smoffset[10]; // sigma of mean offset
2941 Double_t smean[10]; // sigma of mean value
2942 Double_t sangle[10]; // sigma of angle
2943 Double_t smeanangle[10]; // correlation
2944 //
2945 Double_t sigmas[10];
2946 Double_t tchi2s[10]; // chi2s for tracklet
2947 //
2948 // calculate zmean
2949 //
2950 for (Int_t it=0;it<t1-t0;it++){
2951 if (!cl[0][it]) continue;
2952 for (Int_t dt=-3;dt<=3;dt++){
2953 if (it+dt<0) continue;
8979685e 2954 if (it+dt>t1-t0) continue;
7ad19338 2955 if (!cl[0][it+dt]) continue;
2956 zmean[it]+=cl[0][it+dt]->GetZ();
2957 nmean[it]+=1.;
2958 }
2959 zmean[it]/=nmean[it];
2960 }
2961 //
2962 for (Int_t it=0; it<t1-t0;it++){
2963 best[0][it]=0;
2964 for (Int_t ih=0;ih<10;ih++){
2965 dz[ih][it]=-100;
2966 dy[ih][it]=-100;
4f1c04d3 2967 if (!cl[ih][it]) continue;
59393e34 2968 Double_t xcluster = cl[ih][it]->GetX();
2969 Double_t ytrack,ztrack;
2970 track2.GetProlongation(xcluster, ytrack, ztrack );
2971 dz[ih][it] = cl[ih][it]->GetZ()- ztrack; // calculate distance from track in z
2972 dy[ih][it] = cl[ih][it]->GetY()+ dz[ih][it]*h01 -ytrack; // in y
7ad19338 2973 }
2974 // minimize changes
2975 if (!cl[0][it]) continue;
2976 if (TMath::Abs(cl[0][it]->GetZ()-zmean[it])> padlength*0.8 &&cl[1][it])
2977 if (TMath::Abs(cl[1][it]->GetZ()-zmean[it])< padlength*0.5){
2978 best[0][it]=1;
4f1c04d3 2979 }
7ad19338 2980 }
2981 //
2982 // iterative choosing of "best path"
2983 //
2984 //
2985 Int_t label = TMath::Abs(track->GetLabel());
2986 Int_t bestiter=0;
2987 //
2988 for (Int_t iter=0;iter<9;iter++){
2989 //
2990 changes[iter]= 0;
2991 sumz = 0; sum=0; sumdy=0;sumdy2=0;sumx=0;sumx2=0;sumxy=0;mpads=0; ngood[iter]=0; nbad[iter]=0;
2992 // linear fit
2993 for (Int_t it=0;it<t1-t0;it++){
2994 if (!cl[best[iter][it]][it]) continue;
2995 //calculates pad-row changes
2996 Double_t zbefore= cl[best[iter][it]][it]->GetZ();
2997 Double_t zafter = cl[best[iter][it]][it]->GetZ();
2998 for (Int_t itd = it-1; itd>=0;itd--) {
2999 if (cl[best[iter][itd]][itd]) {
3000 zbefore= cl[best[iter][itd]][itd]->GetZ();
3001 break;
3002 }
3003 }
3004 for (Int_t itd = it+1; itd<t1-t0;itd++) {
3005 if (cl[best[iter][itd]][itd]) {
3006 zafter= cl[best[iter][itd]][itd]->GetZ();
3007 break;
3008 }
3009 }
3010 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]++;
3011 //
3012 Double_t dx = x[it]-xmean; // distance to reference x
3013 sumz += cl[best[iter][it]][it]->GetZ();
4f1c04d3 3014 sum++;
7ad19338 3015 sumdy += dy[best[iter][it]][it];
3016 sumdy2+= dy[best[iter][it]][it]*dy[best[iter][it]][it];
3017 sumx += dx;
3018 sumx2 += dx*dx;
3019 sumxy += dx*dy[best[iter][it]][it];
3020 mpads += cl[best[iter][it]][it]->GetNPads();
3021 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){
3022 ngood[iter]++;
4f1c04d3 3023 }
3024 else{
7ad19338 3025 nbad[iter]++;
4f1c04d3 3026 }
3027 }
7ad19338 3028 //
3029 // calculates line parameters
3030 //
3031 Double_t det = sum*sumx2-sumx*sumx;
3032 angle[iter] = (sum*sumxy-sumx*sumdy)/det;
3033 mean[iter] = (sumx2*sumdy-sumx*sumxy)/det;
3034 meanz[iter] = sumz/sum;
3035 moffset[iter] = sumdy/sum;
3036 mpads /= sum; // mean number of pads
3037 //
3038 //
3039 Double_t sigma2 = 0; // normalized residuals - for line fit
3040 Double_t sigma1 = 0; // normalized residuals - constant fit
3041 //
3042 for (Int_t it=0;it<t1-t0;it++){
3043 if (!cl[best[iter][it]][it]) continue;
3044 Double_t dx = x[it]-xmean;
3045 Double_t ytr = mean[iter]+angle[iter]*dx;
3046 sigma2 += (dy[best[iter][it]][it]-ytr)*(dy[best[iter][it]][it]-ytr);
3047 sigma1 += (dy[best[iter][it]][it]-moffset[iter])*(dy[best[iter][it]][it]-moffset[iter]);
3048 sum++;
4f1c04d3 3049 }
7ad19338 3050 sigma2 /=(sum-2); // normalized residuals
3051 sigma1 /=(sum-1); // normalized residuals
3052 //
3053 smean[iter] = sigma2*(sumx2/det); // estimated error2 of mean
3054 sangle[iter] = sigma2*(sum/det); // estimated error2 of angle
3055 smeanangle[iter] = sigma2*(-sumx/det); // correlation
3056 //
3057 //
3058 sigmas[iter] = TMath::Sqrt(sigma1); //
3059 smoffset[iter]= (sigma1/sum)+0.01*0.01; // sigma of mean offset + unisochronity sigma
3060 //
3061 // iterative choosing of "better path"
3062 //
3063 for (Int_t it=0;it<t1-t0;it++){
3064 if (!cl[best[iter][it]][it]) continue;
3065 //
3066 Double_t sigmatr2 = smoffset[iter]+0.5*tany*tany; //add unisochronity + angular effect contribution
69b55c55 3067 Double_t sweight = 1./sigmatr2+1./track->GetSigmaY2();
7ad19338 3068 Double_t weighty = (moffset[iter]/sigmatr2)/sweight; // weighted mean
69b55c55 3069 Double_t sigmacl = TMath::Sqrt(sigma1*sigma1+track->GetSigmaY2()); //
7ad19338 3070 Double_t mindist=100000;
3071 Int_t ihbest=0;
3072 for (Int_t ih=0;ih<10;ih++){
3073 if (!cl[ih][it]) break;
3074 Double_t dist2 = (dy[ih][it]-weighty)/sigmacl;
3075 dist2*=dist2; //chi2 distance
3076 if (dist2<mindist){
3077 mindist = dist2;
3078 ihbest =ih;
3079 }
3080 }
3081 best[iter+1][it]=ihbest;
4f1c04d3 3082 }
4f1c04d3 3083 //
7ad19338 3084 // update best hypothesy if better chi2 according tracklet position and angle
3085 //
69b55c55 3086 Double_t sy2 = smean[iter] + track->GetSigmaY2();
7ad19338 3087 Double_t sa2 = sangle[iter] + track->fCee;
3088 Double_t say = track->fCey;
3089 // Double_t chi20 = mean[bestiter]*mean[bestiter]/sy2+angle[bestiter]*angle[bestiter]/sa2;
3090 // Double_t chi21 = mean[iter]*mean[iter]/sy2+angle[iter]*angle[iter]/sa2;
3091
3092 Double_t detchi = sy2*sa2-say*say;
3093 Double_t invers[3] = {sa2/detchi, sy2/detchi, -say/detchi}; //inverse value of covariance matrix
4f1c04d3 3094
7ad19338 3095 Double_t chi20 = mean[bestiter]*mean[bestiter]*invers[0]+angle[bestiter]*angle[bestiter]*invers[1]+
3096 2.*mean[bestiter]*angle[bestiter]*invers[2];
3097 Double_t chi21 = mean[iter]*mean[iter]*invers[0]+angle[iter]*angle[iter]*invers[1]+
3098 2*mean[iter]*angle[iter]*invers[2];
3099 tchi2s[iter] =chi21;
3100 //
3101 if (changes[iter]<=changes[bestiter] && chi21<chi20) {
3102 bestiter =iter;
3103 }
3104 }
3105 //
3106 //set clusters
3107 //
3108 Double_t sigma2 = sigmas[0]; // choose as sigma from 0 iteration
8979685e 3109 Short_t maxpos = -1;
3110 Float_t maxcharge = 0;
3111 Short_t maxpos4 = -1;
3112 Float_t maxcharge4 = 0;
3113 Short_t maxpos5 = -1;
3114 Float_t maxcharge5 = 0;
3115
7ad19338 3116 //if (tchi2s[bestiter]>25.) sigma2*=tchi2s[bestiter]/25.;
3117 //if (tchi2s[bestiter]>25.) sigma2=1000.; // dont'accept
3118
59393e34 3119 Double_t exB = AliTRDcalibDB::Instance()->GetOmegaTau(AliTRDcalibDB::Instance()->GetVdrift(0,0,0));
7ad19338 3120 Double_t expectederr = sigma2*sigma2+0.01*0.01;
3121 if (mpads>3.5) expectederr += (mpads-3.5)*0.04;
3122 if (changes[bestiter]>1) expectederr+= changes[bestiter]*0.01;
59393e34 3123 expectederr+=(0.03*(tany-exB)*(tany-exB))*15;
7ad19338 3124 // if (tchi2s[bestiter]>18.) expectederr*= tchi2s[bestiter]/18.;
3125 //expectederr+=10000;
3126 for (Int_t it=0;it<t1-t0;it++){
3127 if (!cl[best[bestiter][it]][it]) continue;
7ad19338 3128 cl[best[bestiter][it]][it]->SetSigmaY2(expectederr); // set cluster error
3129 if (!cl[best[bestiter][it]][it]->IsUsed()){
59393e34 3130 cl[best[bestiter][it]][it]->SetY( cl[best[bestiter][it]][it]->GetY());
69b55c55 3131 // cl[best[bestiter][it]][it]->Use();
3132 }
3133 //
3134 // time bins with maximal charge
3135 if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ())> maxcharge){
3136 maxcharge = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
3137 maxpos = cl[best[bestiter][it]][it]->GetLocalTimeBin();
3138 }
3139
3140 if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ())> maxcharge4){
3141 if (cl[best[bestiter][it]][it]->GetLocalTimeBin()>=4){
3142 maxcharge4 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
3143 maxpos4 = cl[best[bestiter][it]][it]->GetLocalTimeBin();
3144 }
3145 }
3146 if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ())> maxcharge5){
3147 if (cl[best[bestiter][it]][it]->GetLocalTimeBin()>=5){
3148 maxcharge5 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
3149 maxpos5 = cl[best[bestiter][it]][it]->GetLocalTimeBin();
3150 }
7ad19338 3151 }
8979685e 3152 //
3153 // time bins with maximal charge
3154 if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ())> maxcharge){
3155 maxcharge = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
3156 maxpos = cl[best[bestiter][it]][it]->GetLocalTimeBin();
3157 }
3158
3159 if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ())> maxcharge4){
3160 if (cl[best[bestiter][it]][it]->GetLocalTimeBin()>=4){
3161 maxcharge4 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
3162 maxpos4 = cl[best[bestiter][it]][it]->GetLocalTimeBin();
3163 }
3164 }
3165 if (TMath::Abs(cl[best[bestiter][it]][it]->GetQ())> maxcharge5){
3166 if (cl[best[bestiter][it]][it]->GetLocalTimeBin()>=5){
3167 maxcharge5 = TMath::Abs(cl[best[bestiter][it]][it]->GetQ());
3168 maxpos5 = cl[best[bestiter][it]][it]->GetLocalTimeBin();
3169 }
3170 }
7ad19338 3171 clusters[it+t0] = indexes[best[bestiter][it]][it];
69b55c55 3172 //if (cl[best[bestiter][it]][it]->GetLocalTimeBin()>4 && cl[best[bestiter][it]][it]->GetLocalTimeBin()<18) clusters[it+t0] = indexes[best[bestiter][it]][it]; //Test
7ad19338 3173 }
3174 //
3175 // set tracklet parameters
3176 //
3177 Double_t trackleterr2 = smoffset[bestiter]+0.01*0.01;
3178 if (mpads>3.5) trackleterr2 += (mpads-3.5)*0.04;
3179 trackleterr2+= changes[bestiter]*0.01;
3180 trackleterr2*= TMath::Max(14.-nfound,1.);
59393e34 3181 trackleterr2+= 0.2*(tany-exB)*(tany-exB);
7ad19338 3182 //
3183 tracklet.Set(xmean, track2.GetY()+moffset[bestiter], meanz[bestiter], track2.GetAlpha(), trackleterr2); //set tracklet parameters
3184 tracklet.SetTilt(h01);
3185 tracklet.SetP0(mean[bestiter]);
3186 tracklet.SetP1(angle[bestiter]);
3187 tracklet.SetN(nfound);
3188 tracklet.SetNCross(changes[bestiter]);
3189 tracklet.SetPlane(plane);
3190 tracklet.SetSigma2(expectederr);
3191 tracklet.SetChi2(tchi2s[bestiter]);
8979685e 3192 tracklet.SetMaxPos(maxpos,maxpos4,maxpos5);
7ad19338 3193 track->fTracklets[plane] = tracklet;
3194 track->fNWrong+=nbad[0];
3195 //
3196 // Debuging part
3197 //
69b55c55 3198 TClonesArray array0("AliTRDcluster");
3199 TClonesArray array1("AliTRDcluster");
3200 array0.ExpandCreateFast(t1-t0+1);
3201 array1.ExpandCreateFast(t1-t0+1);
7ad19338 3202 TTreeSRedirector& cstream = *fDebugStreamer;
3203 AliTRDcluster dummy;
3204 Double_t dy0[100];
8979685e 3205 Double_t dyb[100];
3206
7ad19338 3207 for (Int_t it=0;it<t1-t0;it++){
3208 dy0[it] = dy[0][it];
3209 dyb[it] = dy[best[bestiter][it]][it];
3210 if(cl[0][it]) {
3211 new(array0[it]) AliTRDcluster(*cl[0][it]);
3212 }
3213 else{
3214 new(array0[it]) AliTRDcluster(dummy);
3215 }
3216 if(cl[best[bestiter][it]][it]) {
3217 new(array1[it]) AliTRDcluster(*cl[best[bestiter][it]][it]);
3218 }
3219 else{
3220 new(array1[it]) AliTRDcluster(dummy);
3221 }
4f1c04d3 3222 }
7ad19338 3223 TGraph graph0(t1-t0,x,dy0);
3224 TGraph graph1(t1-t0,x,dyb);
3225 TGraph graphy(t1-t0,x,yt);
3226 TGraph graphz(t1-t0,x,zt);
3227 //
3228 //
d337ef8d 3229 if (AliTRDReconstructor::StreamLevel()>0)
7ad19338 3230 cstream<<"tracklet"<<
3231 "track.="<<track<< // track parameters
3232 "tany="<<tany<< // tangent of the local track angle
3233 "xmean="<<xmean<< // xmean - reference x of tracklet
3234 "tilt="<<h01<< // tilt angle
3235 "nall="<<nall<< // number of foundable clusters
3236 "nfound="<<nfound<< // number of found clusters
3237 "clfound="<<clfound<< // total number of found clusters in road
3238 "mpads="<<mpads<< // mean number of pads per cluster
3239 "plane="<<plane<< // plane number
c6f438c0 3240 "detector="<<detector<< // detector number
7ad19338 3241 "road="<<road<< // the width of the used road
3242 "graph0.="<<&graph0<< // x - y = dy for closest cluster
3243 "graph1.="<<&graph1<< // x - y = dy for second closest cluster
3244 "graphy.="<<&graphy<< // y position of the track
3245 "graphz.="<<&graphz<< // z position of the track
69b55c55 3246 // "fCl.="<<&array0<< // closest cluster
f6625211 3247 //"fCl2.="<<&array1<< // second closest cluster
8979685e 3248 "maxpos="<<maxpos<< // maximal charge postion
3249 "maxcharge="<<maxcharge<< // maximal charge
3250 "maxpos4="<<maxpos4<< // maximal charge postion - after bin 4
3251 "maxcharge4="<<maxcharge4<< // maximal charge - after bin 4
3252 "maxpos5="<<maxpos5<< // maximal charge postion - after bin 5
3253 "maxcharge5="<<maxcharge5<< // maximal charge - after bin 5
7ad19338 3254 //
3255 "bestiter="<<bestiter<< // best iteration number
3256 "tracklet.="<<&tracklet<< // corrspond to the best iteration
3257 "tchi20="<<tchi2s[0]<< // chi2 of cluster in the 0 iteration
3258 "tchi2b="<<tchi2s[bestiter]<< // chi2 of cluster in the best iteration
3259 "sigmas0="<<sigmas[0]<< // residuals sigma
3260 "sigmasb="<<sigmas[bestiter]<< // residulas sigma
3261 //
3262 "ngood0="<<ngood[0]<< // number of good clusters in 0 iteration
3263 "nbad0="<<nbad[0]<< // number of bad clusters in 0 iteration
3264 "ngoodb="<<ngood[bestiter]<< // in best iteration
3265 "nbadb="<<nbad[bestiter]<< // in best iteration
3266 //
3267 "changes0="<<changes[0]<< // changes of pardrows in iteration number 0
3268 "changesb="<<changes[bestiter]<< // changes of pardrows in best iteration
3269 //
3270 "moffset0="<<moffset[0]<< // offset fixing angle in iter=0
3271 "smoffset0="<<smoffset[0]<< // sigma of offset fixing angle in iter=0
3272 "moffsetb="<<moffset[bestiter]<< // offset fixing angle in iter=best
3273 "smoffsetb="<<smoffset[bestiter]<< // sigma of offset fixing angle in iter=best
3274 //
3275 "mean0="<<mean[0]<< // mean dy in iter=0;
3276 "smean0="<<smean[0]<< // sigma of mean dy in iter=0
3277 "meanb="<<mean[bestiter]<< // mean dy in iter=best
3278 "smeanb="<<smean[bestiter]<< // sigma of mean dy in iter=best
3279 //
3280 "angle0="<<angle[0]<< // angle deviation in the iteration number 0
3281 "sangle0="<<sangle[0]<< // sigma of angular deviation in iteration number 0
3282 "angleb="<<angle[bestiter]<< // angle deviation in the best iteration
3283 "sangleb="<<sangle[bestiter]<< // sigma of angle deviation in the best iteration
3284 //
3285 "expectederr="<<expectederr<< // expected error of cluster position
3286 "\n";
3287 //
3288 //
4f1c04d3 3289 return nfound;
3290}
3291
3292
69b55c55 3293Int_t AliTRDtracker::Freq(Int_t n, const Int_t *inlist, Int_t *outlist, Bool_t down)
3294{
3295 //
3296 // Sort eleements according occurancy
3297 // The size of output array has is 2*n
3298 //
3299 Int_t * sindexS = new Int_t[n]; // temp array for sorting
3300 Int_t * sindexF = new Int_t[2*n];
3301 for (Int_t i=0;i<n;i++) sindexF[i]=0;
3302 //
3303 TMath::Sort(n,inlist, sindexS, down);
3304 Int_t last = inlist[sindexS[0]];
3305 Int_t val = last;
3306 sindexF[0] = 1;
3307 sindexF[0+n] = last;
3308 Int_t countPos = 0;
3309 //
3310 // find frequency
3311 for(Int_t i=1;i<n; i++){
3312 val = inlist[sindexS[i]];
3313 if (last == val) sindexF[countPos]++;
3314 else{
3315 countPos++;
3316 sindexF[countPos+n] = val;
3317 sindexF[countPos]++;
3318 last =val;
3319 }
3320 }
3321 if (last==val) countPos++;
3322 // sort according frequency
3323 TMath::Sort(countPos, sindexF, sindexS, kTRUE);
3324 for (Int_t i=0;i<countPos;i++){
3325 outlist[2*i ] = sindexF[sindexS[i]+n];
3326 outlist[2*i+1] = sindexF[sindexS[i]];
3327 }
3328 delete [] sindexS;
3329 delete [] sindexF;
3330
3331 return countPos;
3332}
3333
3334AliTRDtrack * AliTRDtracker::RegisterSeed(AliTRDseed * seeds, Double_t * params)
3335{
3336 //
3337 //
3338 //
3339 Double_t alpha=AliTRDgeometry::GetAlpha();
3340 Double_t shift=AliTRDgeometry::GetAlpha()/2.;
3341 Double_t c[15];
3342 c[0] = 0.2;
3343 c[1] = 0 ; c[2] = 2;
3344 c[3] = 0 ; c[4] = 0; c[5] = 0.02;
3345 c[6] = 0 ; c[7] = 0; c[8] = 0; c[9] = 0.1;
3346 c[10] = 0 ; c[11] = 0; c[12] = 0; c[13] = 0.0; c[14] = params[5]*params[5]*0.01;
3347 //
3348 Int_t index =0;
3349 AliTRDcluster *cl =0;
3350 for (Int_t ilayer=0;ilayer<6;ilayer++){
c6f438c0 3351 if (seeds[ilayer].IsOK()){
69b55c55 3352 for (Int_t itime=22;itime>0;itime--){
3353 if (seeds[ilayer].fIndexes[itime]>0){
3354 index = seeds[ilayer].fIndexes[itime];
3355 cl = seeds[ilayer].fClusters[itime];
3356 break;
3357 }
3358 }
3359 }
3360 if (index>0) break;
3361 }
3362 if (cl==0) return 0;
3363 AliTRDtrack * track = new AliTRDtrack(cl,index,&params[1],c, params[0],params[6]*alpha+shift);
3364 track->PropagateTo(params[0]-5.);
3365 track->ResetCovariance(1);
3366 //
f6625211 3367 Int_t rc=FollowBackProlongation(*track);
69b55c55 3368 if (rc<30) {
3369 delete track;
3370 track =0;
3371 }else{
3372 track->CookdEdx();
3373 CookdEdxTimBin(*track);
3374 CookLabel(track, 0.9);
3375 }
3376 return track;
3377}
3378
3379
3380
3381
3382
3383
3384AliTRDseed::AliTRDseed()
3385{
3386 //
3387 //
3388 fTilt =0; // tilting angle
3389 fPadLength = 0; // pad length
3390 fX0 = 0; // x0 position
3391 for (Int_t i=0;i<25;i++){
3392 fX[i]=0; // !x position
3393 fY[i]=0; // !y position
3394 fZ[i]=0; // !z position
3395 fIndexes[i]=0; // !indexes
3396 fClusters[i]=0; // !clusters
3397 }
3398 for (Int_t i=0;i<2;i++){
3399 fYref[i]=0; // reference y
3400 fZref[i]=0; // reference z
3401 fYfit[i]=0; // y fit position +derivation
3402 fYfitR[i]=0; // y fit position +derivation
3403 fZfit[i]=0; // z fit position
3404 fZfitR[i]=0; // z fit position
3405 fLabels[i]=0; // labels
3406 }
3407 fSigmaY = 0;
3408 fSigmaY2 = 0;
3409 fMeanz=0; // mean vaue of z
3410 fZProb=0; // max probbable z
3411 fMPads=0;
3412 //
3413 fN=0; // number of associated clusters
3414 fN2=0; // number of not crossed
3415 fNUsed=0; // number of used clusters
3416 fNChange=0; // change z counter
3417}
3418
3419void AliTRDseed::Reset(){
3420 //
3421 // reset seed
3422 //
3423 for (Int_t i=0;i<25;i++){
3424 fX[i]=0; // !x position
3425 fY[i]=0; // !y position
3426 fZ[i]=0; // !z position
3427 fIndexes[i]=0; // !indexes
3428 fClusters[i]=0; // !clusters
3429 fUsable[i] = kFALSE;
3430 }
3431 for (Int_t i=0;i<2;i++){
3432 fYref[i]=0; // reference y
3433 fZref[i]=0; // reference z
3434 fYfit[i]=0; // y fit position +derivation
3435 fYfitR[i]=0; // y fit position +derivation
3436 fZfit[i]=0; // z fit position
3437 fZfitR[i]=0; // z fit position
3438 fLabels[i]=-1; // labels
3439 }
3440 fSigmaY =0; //"robust" sigma in y
3441 fSigmaY2=0; //"robust" sigma in y
3442 fMeanz =0; // mean vaue of z
3443 fZProb =0; // max probbable z
3444 fMPads =0;
3445 //
3446 fN=0; // number of associated clusters
3447 fN2=0; // number of not crossed
3448 fNUsed=0; // number of used clusters
3449 fNChange=0; // change z counter
3450}
3451
3452void AliTRDseed::CookLabels(){
3453 //
3454 // cook 2 labels for seed
3455 //
3456 Int_t labels[200];
3457 Int_t out[200];
3458 Int_t nlab =0;
3459 for (Int_t i=0;i<25;i++){
3460 if (!fClusters[i]) continue;
3461 for (Int_t ilab=0;ilab<3;ilab++){
3462 if (fClusters[i]->GetLabel(ilab)>=0){
3463 labels[nlab] = fClusters[i]->GetLabel(ilab);
3464 nlab++;
3465 }
3466 }
3467 }
3468 Int_t nlab2 = AliTRDtracker::Freq(nlab,labels,out,kTRUE);
3469 fLabels[0] = out[0];
3470 if (nlab2>1 && out[3]>1) fLabels[1] =out[2];
3471}
3472
3473void AliTRDseed::UseClusters()
3474{
3475 //
3476 // use clusters
3477 //
3478 for (Int_t i=0;i<25;i++){
3479 if (!fClusters[i]) continue;
3480 if (!(fClusters[i]->IsUsed())) fClusters[i]->Use();
3481 }
3482}
3483
3484
3485void AliTRDseed::Update(){
3486 //
3487 //
3488 //
c6f438c0 3489 const Float_t kRatio = 0.8;
69b55c55 3490 const Int_t kClmin = 6;
3491 const Float_t kmaxtan = 2;
3492 if (TMath::Abs(fYref[1])>kmaxtan) return; // too much inclined track
3493 //
3494 Float_t sigmaexp = 0.05+TMath::Abs(fYref[1]*0.25); // expected r.m.s in y direction
3495 Float_t ycrosscor = fPadLength*fTilt*0.5; // y correction for crossing
3496 fNChange =0;
3497 //
3498 Double_t sumw, sumwx,sumwx2;
3499 Double_t sumwy, sumwxy, sumwz,sumwxz;
3500 Int_t zints[25]; // histograming of the z coordinate - get 1 and second max probable coodinates in z
3501 Int_t zouts[50]; //
3502 Float_t allowedz[25]; // allowed z for given time bin
3503 Float_t yres[25]; // residuals from reference
3504 Float_t anglecor = fTilt*fZref[1]; //correction to the angle
3505 //
3506 //
3507 fN=0; fN2 =0;
3508 for (Int_t i=0;i<25;i++){
3509 yres[i] =10000;
3510 if (!fClusters[i]) continue;
3511 yres[i] = fY[i]-fYref[0]-(fYref[1]+anglecor)*fX[i]; // residual y
3512 zints[fN] = Int_t(fZ[i]);
3513 fN++;
3514 }
3515 if (fN<kClmin) return;
3516 Int_t nz = AliTRDtracker::Freq(fN,zints,zouts,kFALSE);
3517 fZProb = zouts[0];
3518 if (nz<=1) zouts[3]=0;
3519 if (zouts[1]+zouts[3]<kClmin) return;
3520 //
3521 if (TMath::Abs(zouts[0]-zouts[2])>12.) zouts[3]=0; // z distance bigger than pad - length
3522 //
3523 Int_t breaktime = -1;
3524 Bool_t mbefore = kFALSE;
3525 Int_t cumul[25][2];
3526 Int_t counts[2]={0,0};
3527 //
3528 if (zouts[3]>=3){
3529 //
3530 // find the break time allowing one chage on pad-rows with maximal numebr of accepted clusters
3531 //
3532 fNChange=1;
3533 for (Int_t i=0;i<25;i++){
3534 cumul[i][0] = counts[0];
3535 cumul[i][1] = counts[1];
3536 if (TMath::Abs(fZ[i]-zouts[0])<2) counts[0]++;
3537 if (TMath::Abs(fZ[i]-zouts[2])<2) counts[1]++;
3538 }
3539 Int_t maxcount = 0;
3540 for (Int_t i=0;i<24;i++) {
3541 Int_t after = cumul[24][0]-cumul[i][0];
3542 Int_t before = cumul[i][1];
3543 if (after+before>maxcount) {
3544 maxcount=after+before;
3545 breaktime=i;
3546 mbefore=kFALSE;
3547 }
3548 after = cumul[24][1]-cumul[i][1];
3549 before = cumul[i][0];
3550 if (after+before>maxcount) {
3551 maxcount=after+before;
3552 breaktime=i;
3553 mbefore=kTRUE;
3554 }
3555 }
3556 breaktime-=1;
3557 }
3558 for (Int_t i=0;i<25;i++){
3559 if (i>breaktime) allowedz[i] = mbefore ? zouts[2]:zouts[0];
3560 if (i<=breaktime) allowedz[i] = (!mbefore) ? zouts[2]:zouts[0];
3561 }
3562 if ( (allowedz[0]>allowedz[24] && fZref[1]<0) || (allowedz[0]<allowedz[24] && fZref[1]>0)){
3563 //
3564 // tracklet z-direction not in correspondance with track z direction
3565 //
3566 fNChange =0;
3567 for (Int_t i=0;i<25;i++){
3568 allowedz[i] = zouts[0]; //only longest taken
3569 }
3570 }
3571 //
3572 if (fNChange>0){
3573 //
3574 // cross pad -row tracklet - take the step change into account
3575 //
3576 for (Int_t i=0;i<25;i++){
3577 if (!fClusters[i]) continue;
3578 if (TMath::Abs(fZ[i]-allowedz[i])>2) continue;
3579 yres[i] = fY[i]-fYref[0]-(fYref[1]+anglecor)*fX[i]; // residual y
3580 if (TMath::Abs(fZ[i]-fZProb)>2){
3581 if (fZ[i]>fZProb) yres[i]+=fTilt*fPadLength;
3582 if (fZ[i]<fZProb) yres[i]-=fTilt*fPadLength;
3583 }
3584 }
3585 }
3586 //
3587 Double_t yres2[25];
3588 Double_t mean,sigma;
3589 for (Int_t i=0;i<25;i++){
3590 if (!fClusters[i]) continue;
3591 if (TMath::Abs(fZ[i]-allowedz[i])>2) continue;
3592 yres2[fN2] = yres[i];
3593 fN2++;
3594 }
3595 if (fN2<kClmin){
3596 fN2 = 0;
3597 return;
3598 }
c6f438c0 3599 EvaluateUni(fN2,yres2,mean,sigma,Int_t(fN2*kRatio-2));
69b55c55 3600 if (sigma<sigmaexp*0.8) sigma=sigmaexp;
3601 fSigmaY = sigma;
3602 //
3603 //
3604 // reset sums
3605 sumw=0; sumwx=0; sumwx2=0;
3606 sumwy=0; sumwxy=0; sumwz=0;sumwxz=0;
3607 fN2 =0;
3608 fMeanz =0;
3609 fMPads =0;
3610 //
3611 for (Int_t i=0;i<25;i++){
3612 fUsable[i]=kFALSE;
3613 if (!fClusters[i]) continue;
3614 if (TMath::Abs(fZ[i]-allowedz[i])>2) continue;
3615 if (TMath::Abs(yres[i]-mean)>4.*sigma) continue;
3616 fUsable[i] = kTRUE;
3617 fN2++;
3618 fMPads+=fClusters[i]->GetNPads();
3619 Float_t weight =1;
3620 if (fClusters[i]->GetNPads()>4) weight=0.5;
3621 if (fClusters[i]->GetNPads()>5) weight=0.2;
3622 //
3623 Double_t x = fX[i];
3624 sumw+=weight; sumwx+=x*weight; sumwx2+=x*x*weight;
3625 sumwy+=weight*yres[i]; sumwxy+=weight*(yres[i])*x;
3626 sumwz+=weight*fZ[i]; sumwxz+=weight*fZ[i]*x;
3627 }
3628 if (fN2<kClmin){
3629 fN2 = 0;
3630 return;
3631 }
3632 fMeanz = sumwz/sumw;
3633 Float_t correction =0;
3634 if (fNChange>0){
3635 // tracklet on boundary
3636 if (fMeanz<fZProb) correction = ycrosscor;
3637 if (fMeanz>fZProb) correction = -ycrosscor;
3638 }
3639 Double_t det = sumw*sumwx2-sumwx*sumwx;
3640 fYfitR[0] = (sumwx2*sumwy-sumwx*sumwxy)/det;
3641 fYfitR[1] = (sumw*sumwxy-sumwx*sumwy)/det;
3642 //
3643 fSigmaY2 =0;
3644 for (Int_t i=0;i<25;i++){
3645 if (!fUsable[i]) continue;
3646 Float_t delta = yres[i]-fYfitR[0]-fYfitR[1]*fX[i];
3647 fSigmaY2+=delta*delta;
3648 }
3649 fSigmaY2 = TMath::Sqrt(fSigmaY2/Float_t(fN2-2));
3650 //
3651 fZfitR[0] = (sumwx2*sumwz-sumwx*sumwxz)/det;
3652 fZfitR[1] = (sumw*sumwxz-sumwx*sumwz)/det;
3653 fZfit[0] = (sumwx2*sumwz-sumwx*sumwxz)/det;
3654 fZfit[1] = (sumw*sumwxz-sumwx*sumwz)/det;
3655 fYfitR[0] += fYref[0]+correction;
3656 fYfitR[1] += fYref[1];
3657 fYfit[0] = fYfitR[0];
3658 fYfit[1] = fYfitR[1];
3659 //
3660 //
3661 UpdateUsed();
3662}
3663
3664
3665
3666
3667
3668
3669void AliTRDseed::UpdateUsed(){
3670 //
3671 fNUsed =0;
3672 for (Int_t i=0;i<25;i++){
3673 if (!fClusters[i]) continue;
3674 if ((fClusters[i]->IsUsed())) fNUsed++;
3675 }
3676}
3677
3678
3679void AliTRDseed::EvaluateUni(Int_t nvectors, Double_t *data, Double_t &mean, Double_t &sigma, Int_t hh)
3680{
3681 //
3682 // robust estimator in 1D case MI version
3683 //
3684 //for the univariate case
3685 //estimates of location and scatter are returned in mean and sigma parameters
3686 //the algorithm works on the same principle as in multivariate case -
3687 //it finds a subset of size hh with smallest sigma, and then returns mean and
3688 //sigma of this subset
3689
3690 if (hh==0)
3691 hh=(nvectors+2)/2;
3692 Double_t faclts[]={2.6477,2.5092,2.3826,2.2662,2.1587,2.0589,1.9660,1.879,1.7973,1.7203,1.6473};
3693 Int_t *index=new Int_t[nvectors];
3694 TMath::Sort(nvectors, data, index, kFALSE);
3695 //
3696 Int_t nquant = TMath::Min(Int_t(Double_t(((hh*1./nvectors)-0.5)*40))+1, 11);
3697 Double_t factor = faclts[nquant-1];
3698 //
3699 //
3700 Double_t sumx =0;
3701 Double_t sumx2 =0;
3702 Int_t bestindex = -1;
3703 Double_t bestmean = 0;
3704 Double_t bestsigma = data[index[nvectors-1]]-data[index[0]]; // maximal possible sigma
3705 for (Int_t i=0; i<hh; i++){
3706 sumx += data[index[i]];
3707 sumx2 += data[index[i]]*data[index[i]];
3708 }
3709 //
3710 Double_t norm = 1./Double_t(hh);
3711 Double_t norm2 = 1./Double_t(hh-1);
3712 for (Int_t i=hh; i<nvectors; i++){
3713 Double_t cmean = sumx*norm;
3714 Double_t csigma = (sumx2 - hh*cmean*cmean)*norm2;
3715 if (csigma<bestsigma){
3716 bestmean = cmean;
3717 bestsigma = csigma;
3718 bestindex = i-hh;
3719 }
3720 //
3721 //
3722 sumx += data[index[i]]-data[index[i-hh]];
3723 sumx2 += data[index[i]]*data[index[i]]-data[index[i-hh]]*data[index[i-hh]];
3724 }
3725
3726 Double_t bstd=factor*TMath::Sqrt(TMath::Abs(bestsigma));
3727 mean = bestmean;
3728 sigma = bstd;
3729 delete [] index;
3730}
3731
3732
3733Float_t AliTRDseed::FitRiemanTilt(AliTRDseed * cseed, Bool_t terror){
3734 //
3735 //
3736 //
3737 TLinearFitter fitterT2(4,"hyp4"); // fitting with tilting pads - kz not fixed
3738 fitterT2.StoreData(kTRUE);
3739 Float_t xref2 = (cseed[2].fX0+cseed[3].fX0)*0.5; // reference x0 for z
3740 //
3741 Int_t npointsT =0;
3742 fitterT2.ClearPoints();
3743 for (Int_t iLayer=0; iLayer<6;iLayer++){
c6f438c0 3744 if (!cseed[iLayer].IsOK()) continue;
69b55c55 3745 Double_t tilt = cseed[iLayer].fTilt;
3746
3747 for (Int_t itime=0;itime<25;itime++){
3748 if (!cseed[iLayer].fUsable[itime]) continue;
3749 Double_t x = cseed[iLayer].fX[itime]+cseed[iLayer].fX0-xref2; // x relative to the midle chamber
3750 Double_t y = cseed[iLayer].fY[itime];
3751 Double_t z = cseed[iLayer].fZ[itime];
3752 // tilted rieman
3753 //
3754 Double_t uvt[6];
3755 Double_t x2 = cseed[iLayer].fX[itime]+cseed[iLayer].fX0; // global x
3756 Double_t t = 1./(x2*x2+y*y);
3757 uvt[1] = t; // t
3758 uvt[0] = 2.*x2*uvt[1]; // u
3759 uvt[2] = 2.0*tilt*uvt[1];
3760 uvt[3] = 2.0*tilt*x*uvt[1];
3761 uvt[4] = 2.0*(y+tilt*z)*uvt[1];
3762 //
3763 Double_t error = 2*uvt[1];
3764 if (terror) error*=cseed[iLayer].fSigmaY;
3765 else {error *=0.2;} //default error
3766 fitterT2.AddPoint(uvt,uvt[4],error);
3767 npointsT++;
3768 }
3769 }
3770 fitterT2.Eval();
3771 Double_t rpolz0 = fitterT2.GetParameter(3);
3772 Double_t rpolz1 = fitterT2.GetParameter(4);
3773 //
3774 // linear fitter - not possible to make boundaries
3775 // non accept non possible z and dzdx combination
3776 //
3777 Bool_t acceptablez =kTRUE;
3778 for (Int_t iLayer=0; iLayer<6;iLayer++){
c6f438c0 3779 if (cseed[iLayer].IsOK()){
69b55c55 3780 Double_t zT2 = rpolz0+rpolz1*(cseed[iLayer].fX0 - xref2);
3781 if (TMath::Abs(cseed[iLayer].fZProb-zT2)>cseed[iLayer].fPadLength*0.5+1)
3782 acceptablez = kFALSE;
3783 }
3784 }
3785 if (!acceptablez){
3786 Double_t zmf = cseed[2].fZref[0]+cseed[2].fZref[1]*(xref2-cseed[2].fX0);
3787 Double_t dzmf = (cseed[2].fZref[1]+ cseed[3].fZref[1])*0.5;
3788 fitterT2.FixParameter(3,zmf);
3789 fitterT2.FixParameter(4,dzmf);
3790 fitterT2.Eval();
3791 fitterT2.ReleaseParameter(3);
3792 fitterT2.ReleaseParameter(4);
3793 rpolz0 = fitterT2.GetParameter(3);
3794 rpolz1 = fitterT2.GetParameter(4);
3795 }
3796 //
3797 Double_t chi2TR = fitterT2.GetChisquare()/Float_t(npointsT);
3798 Double_t params[3];
3799 params[0] = fitterT2.GetParameter(0);
3800 params[1] = fitterT2.GetParameter(1);
3801 params[2] = fitterT2.GetParameter(2);
c6f438c0 3802 Double_t curvature = 1+params[1]*params[1]-params[2]*params[0];
69b55c55 3803 for (Int_t iLayer = 0; iLayer<6;iLayer++){
3804 Double_t x = cseed[iLayer].fX0;
3805 Double_t y=0,dy=0, z=0, dz=0;
3806 // y
3807 Double_t res2 = (x*params[0]+params[1]);
3808 res2*=res2;
3809 res2 = 1.-params[2]*params[0]+params[1]*params[1]-res2;
3810 if (res2>=0){
3811 res2 = TMath::Sqrt(res2);
3812 y = (1-res2)/params[0];
3813 }
3814 //dy
3815 Double_t x0 = -params[1]/params[0];
3816 if (-params[2]*params[0]+params[1]*params[1]+1>0){
c6f438c0 3817 Double_t rm1 = params[0]/TMath::Sqrt(-params[2]*params[0]+params[1]*params[1]+1);
3818 if ( 1./(rm1*rm1)-(x-x0)*(x-x0)>0){
3819 Double_t res = (x-x0)/TMath::Sqrt(1./(rm1*rm1)-(x-x0)*(x-x0));
69b55c55 3820 if (params[0]<0) res*=-1.;
3821 dy = res;
3822 }
3823 }
3824 z = rpolz0+rpolz1*(x-xref2);
3825 dz = rpolz1;
3826 cseed[iLayer].fYref[0] = y;
3827 cseed[iLayer].fYref[1] = dy;
3828 cseed[iLayer].fZref[0] = z;
3829 cseed[iLayer].fZref[1] = dz;
c6f438c0 3830 cseed[iLayer].fC = curvature;
69b55c55 3831 //
3832 }
3833 return chi2TR;
3834}